expo_gen_2stages.RdThis function generate exponential dist survival data for 2 stages test.
The censoring distribution in interim period is different from the whole trail
If 'interim' is a number, it returns an (N * 5) array :
[arm, obs_time_int, event_int, obs_time_fin, event_fin]
If 'interim' is a list or c() meaning a series of interim timepoints,
the third dimension of result array return the survival result of ith interim (N * 5)
expo_gen_2stages(
N,
dist,
acc_time,
cen_time,
lambda,
HR1,
HR2,
arm,
interim,
change_time
)Number of patients
'exp' for exponential, 'pcw_exp' for piecewise exponential
Accrual time period with constant rate
Extra (minimum) censoring period after accrual period
The parameter for exponential distribution
For piecewise exponential only. The hazard ratio before change_time
For piecewise exponential only. The hazard ratio after change_time
Group label(0,1)
Interim time point
For piecewise exponential only. The time when hazard ratio changes from HR1 to HR2
set.seed(2024)
sim_size <- 5000
N <- 112
n <- ceiling(N / 2) # total sample size per arm
r <- 60
acc_time <- N / r
cen_time <- 1
lambda_H0 <- 0.9 * 1.5
lambda_H1 <- 0.9
int_step <- 4
int_factor <- seq(0.4, 0.7, by = int_step / N)
# Each time interim sample size increase by 4
interim_list <- int_factor * acc_time
# parameter interim can be a list
data_C <- expo_gen_2stages(N = n * sim_size, acc_time = acc_time, lambda = lambda_H0,
dist = 'exp', cen_time = cen_time, arm = 0, interim = interim_list)
print(data_C[ , ,1])
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0 0.000000e+00 0 4.991741e-01 1
#> [2,] 0 1.097312e-01 0 7.234202e-01 1
#> [3,] 0 2.672049e-01 1 2.672049e-01 1
#> [4,] 0 0.000000e+00 0 2.935898e-01 1
#> [5,] 0 0.000000e+00 0 7.268860e-01 1
#> [6,] 0 6.710990e-01 1 6.710990e-01 1
#> [7,] 0 6.112440e-02 1 6.112440e-02 1
#> [8,] 0 0.000000e+00 0 2.648261e-01 1
#> [9,] 0 0.000000e+00 0 5.700807e-01 1
#> [10,] 0 0.000000e+00 0 6.729647e-02 1
#> [11,] 0 0.000000e+00 0 2.433492e+00 1
#> [12,] 0 0.000000e+00 0 1.889692e+00 1
#> [13,] 0 0.000000e+00 0 4.405172e-01 1
#> [14,] 0 0.000000e+00 0 6.387969e-01 1
#> [15,] 0 0.000000e+00 0 1.707366e-01 1
#> [16,] 0 0.000000e+00 0 4.675308e-01 1
#> [17,] 0 4.215656e-02 0 2.827148e+00 0
#> [18,] 0 3.116249e-01 0 2.828044e+00 1
#> [19,] 0 3.775363e-01 0 6.039116e-01 1
#> [20,] 0 0.000000e+00 0 2.779016e-02 1
#> [21,] 0 0.000000e+00 0 1.136651e-02 1
#> [22,] 0 1.447498e-01 0 3.203295e-01 1
#> [23,] 0 0.000000e+00 0 9.340124e-01 1
#> [24,] 0 2.134227e-01 1 2.134227e-01 1
#> [25,] 0 1.189092e-01 0 6.000575e-01 1
#> [26,] 0 0.000000e+00 0 2.286715e-01 1
#> [27,] 0 4.903505e-02 0 2.229379e-01 1
#> [28,] 0 0.000000e+00 0 2.286336e+00 1
#> [29,] 0 3.751596e-01 1 3.751596e-01 1
#> [30,] 0 0.000000e+00 0 3.197918e-01 1
#> [31,] 0 0.000000e+00 0 2.411289e+00 0
#> [32,] 0 6.704983e-01 0 1.423465e+00 1
#> [33,] 0 3.971259e-01 0 5.519315e-01 1
#> [34,] 0 0.000000e+00 0 7.046810e-01 1
#> [35,] 0 0.000000e+00 0 6.813854e-01 1
#> [36,] 0 0.000000e+00 0 4.664031e-01 1
#> [37,] 0 0.000000e+00 0 1.586009e-01 1
#> [38,] 0 6.237809e-01 1 6.237809e-01 1
#> [39,] 0 2.245662e-01 1 2.245662e-01 1
#> [40,] 0 5.642765e-01 0 1.462080e+00 1
#> [41,] 0 0.000000e+00 0 1.956543e-01 1
#> [42,] 0 0.000000e+00 0 6.738049e-01 1
#> [43,] 0 4.194286e-01 0 6.144125e-01 1
#> [44,] 0 3.788643e-01 0 2.107374e+00 0
#> [45,] 0 2.456399e-01 1 2.456399e-01 1
#> [46,] 0 0.000000e+00 0 1.125198e+00 1
#> [47,] 0 0.000000e+00 0 5.224900e-01 1
#> [48,] 0 0.000000e+00 0 6.849968e-01 1
#> [49,] 0 0.000000e+00 0 1.656001e+00 0
#> [50,] 0 0.000000e+00 0 2.027972e-02 1
#> [51,] 0 1.775889e-01 0 3.673833e-01 1
#> [52,] 0 3.258908e-01 0 1.372130e+00 1
#> [53,] 0 0.000000e+00 0 3.534611e-01 1
#> [54,] 0 0.000000e+00 0 1.005882e-02 1
#> [55,] 0 0.000000e+00 0 1.486955e-01 1
#> [56,] 0 0.000000e+00 0 1.159823e+00 1
#> [57,] 0 0.000000e+00 0 4.807715e-01 1
#> [58,] 0 0.000000e+00 0 1.187390e+00 1
#> [59,] 0 0.000000e+00 0 1.505061e+00 0
#> [60,] 0 0.000000e+00 0 1.065825e+00 1
#> [61,] 0 0.000000e+00 0 4.662790e-01 1
#> [62,] 0 1.664151e-01 0 1.843327e+00 1
#> [63,] 0 0.000000e+00 0 9.742691e-01 1
#> [64,] 0 0.000000e+00 0 8.636110e-02 1
#> [65,] 0 5.460634e-01 1 5.460634e-01 1
#> [66,] 0 0.000000e+00 0 4.520887e-01 1
#> [67,] 0 5.735680e-01 0 1.548342e+00 1
#> [68,] 0 0.000000e+00 0 4.625934e-01 1
#> [69,] 0 0.000000e+00 0 2.303935e-01 1
#> [70,] 0 9.204958e-02 0 2.279617e+00 0
#> [71,] 0 2.234070e-01 0 3.890134e-01 1
#> [72,] 0 0.000000e+00 0 2.660041e-01 1
#> [73,] 0 0.000000e+00 0 2.793098e-01 1
#> [74,] 0 0.000000e+00 0 1.894505e+00 1
#> [75,] 0 0.000000e+00 0 2.137225e+00 0
#> [76,] 0 1.489558e-01 1 1.489558e-01 1
#> [77,] 0 0.000000e+00 0 5.826659e-02 1
#> [78,] 0 0.000000e+00 0 8.298942e-01 1
#> [79,] 0 0.000000e+00 0 4.444376e-02 1
#> [80,] 0 0.000000e+00 0 5.453297e-01 1
#> [81,] 0 0.000000e+00 0 1.151965e-01 1
#> [82,] 0 6.823326e-01 0 8.958061e-01 1
#> [83,] 0 0.000000e+00 0 8.904258e-01 1
#> [84,] 0 5.218612e-01 0 6.065867e-01 1
#> [85,] 0 0.000000e+00 0 3.745855e-01 1
#> [86,] 0 0.000000e+00 0 5.202901e-01 1
#> [87,] 0 9.268496e-03 1 9.268496e-03 1
#> [88,] 0 0.000000e+00 0 1.250773e+00 0
#> [89,] 0 0.000000e+00 0 1.552179e+00 0
#> [90,] 0 0.000000e+00 0 1.281618e+00 1
#> [91,] 0 0.000000e+00 0 4.536244e-01 1
#> [92,] 0 0.000000e+00 0 4.422575e-01 1
#> [93,] 0 0.000000e+00 0 2.252320e+00 1
#> [94,] 0 1.807006e-01 1 1.807006e-01 1
#> [95,] 0 0.000000e+00 0 8.762595e-02 1
#> [96,] 0 0.000000e+00 0 9.226559e-01 1
#> [97,] 0 2.194945e-01 1 2.194945e-01 1
#> [98,] 0 4.656412e-01 1 4.656412e-01 1
#> [99,] 0 1.857502e-01 0 9.557802e-01 1
#> [100,] 0 0.000000e+00 0 2.030086e-01 1
#> [101,] 0 0.000000e+00 0 9.606469e-01 1
#> [102,] 0 0.000000e+00 0 1.694957e+00 0
#> [103,] 0 3.718386e-02 0 4.339666e-01 1
#> [104,] 0 1.175419e-01 1 1.175419e-01 1
#> [105,] 0 0.000000e+00 0 1.694926e+00 1
#> [106,] 0 0.000000e+00 0 3.621429e-01 1
#> [107,] 0 5.334109e-01 0 1.246416e+00 0
#> [108,] 0 0.000000e+00 0 3.604679e-01 1
#> [109,] 0 0.000000e+00 0 3.081693e-01 1
#> [110,] 0 0.000000e+00 0 1.031468e+00 1
#> [111,] 0 3.497280e-01 0 1.162410e+00 0
#> [112,] 0 4.196494e-01 0 1.493527e+00 0
#> [113,] 0 0.000000e+00 0 1.562699e+00 1
#> [114,] 0 0.000000e+00 0 9.628283e-01 1
#> [115,] 0 0.000000e+00 0 1.558203e-02 1
#> [116,] 0 0.000000e+00 0 1.907022e-02 1
#> [117,] 0 6.348450e-01 0 9.774901e-01 1
#> [118,] 0 1.655325e-01 0 1.426587e+00 0
#> [119,] 0 1.457129e-01 0 5.007608e-01 1
#> [120,] 0 0.000000e+00 0 2.161952e-01 1
#> [121,] 0 0.000000e+00 0 2.161043e-01 1
#> [122,] 0 0.000000e+00 0 1.474392e-01 1
#> [123,] 0 0.000000e+00 0 4.548584e-01 1
#> [124,] 0 6.663236e-01 0 1.042358e+00 1
#> [125,] 0 3.596085e-01 0 1.145871e+00 1
#> [126,] 0 0.000000e+00 0 1.960375e+00 1
#> [127,] 0 0.000000e+00 0 8.443663e-02 1
#> [128,] 0 0.000000e+00 0 1.240740e-01 1
#> [129,] 0 2.508073e-01 1 2.508073e-01 1
#> [130,] 0 3.059275e-01 0 5.608313e-01 1
#> [131,] 0 5.097803e-01 0 5.306927e-01 1
#> [132,] 0 1.468765e-01 1 1.468765e-01 1
#> [133,] 0 0.000000e+00 0 9.448061e-01 1
#> [134,] 0 0.000000e+00 0 1.125277e+00 1
#> [135,] 0 4.708675e-01 1 4.708675e-01 1
#> [136,] 0 2.037161e-02 1 2.037161e-02 1
#> [137,] 0 1.835749e-01 0 8.726759e-01 1
#> [138,] 0 0.000000e+00 0 9.810467e-01 1
#> [139,] 0 0.000000e+00 0 1.560365e+00 0
#> [140,] 0 0.000000e+00 0 1.133305e+00 1
#> [141,] 0 5.698436e-01 0 1.022481e+00 1
#> [142,] 0 0.000000e+00 0 4.781711e-01 1
#> [143,] 0 0.000000e+00 0 1.289513e+00 1
#> [144,] 0 0.000000e+00 0 1.129840e+00 1
#> [145,] 0 7.080877e-01 0 1.124808e+00 1
#> [146,] 0 0.000000e+00 0 1.273447e-02 1
#> [147,] 0 0.000000e+00 0 1.100735e+00 1
#> [148,] 0 7.521282e-02 0 9.993325e-01 1
#> [149,] 0 3.528634e-01 0 6.161825e-01 1
#> [150,] 0 0.000000e+00 0 6.546145e-01 1
#> [151,] 0 2.937988e-01 1 2.937988e-01 1
#> [152,] 0 0.000000e+00 0 1.778423e+00 0
#> [153,] 0 0.000000e+00 0 7.867905e-02 1
#> [154,] 0 0.000000e+00 0 3.280188e-01 1
#> [155,] 0 0.000000e+00 0 5.369614e-01 1
#> [156,] 0 0.000000e+00 0 1.220794e-01 1
#> [157,] 0 2.170388e-02 1 2.170388e-02 1
#> [158,] 0 0.000000e+00 0 1.438884e+00 1
#> [159,] 0 0.000000e+00 0 1.024902e-01 1
#> [160,] 0 6.805181e-01 0 1.428458e+00 0
#> [161,] 0 0.000000e+00 0 1.569629e+00 1
#> [162,] 0 0.000000e+00 0 5.744468e-01 1
#> [163,] 0 0.000000e+00 0 9.049187e-01 1
#> [164,] 0 5.457350e-02 1 5.457350e-02 1
#> [165,] 0 0.000000e+00 0 9.571754e-02 1
#> [166,] 0 1.651152e-01 0 1.070566e+00 0
#> [167,] 0 1.970975e-02 1 1.970975e-02 1
#> [168,] 0 1.081826e-02 0 3.780144e-01 1
#> [169,] 0 8.152421e-02 1 8.152421e-02 1
#> [170,] 0 2.011954e-01 0 9.078086e-01 1
#> [171,] 0 0.000000e+00 0 4.569060e-01 1
#> [172,] 0 0.000000e+00 0 3.533134e-01 1
#> [173,] 0 0.000000e+00 0 6.555502e-02 1
#> [174,] 0 1.938835e-01 1 1.938835e-01 1
#> [175,] 0 0.000000e+00 0 8.740359e-01 1
#> [176,] 0 0.000000e+00 0 1.780023e+00 0
#> [177,] 0 0.000000e+00 0 1.137159e-01 1
#> [178,] 0 0.000000e+00 0 4.998942e-01 1
#> [179,] 0 0.000000e+00 0 2.012604e+00 0
#> [180,] 0 0.000000e+00 0 5.817526e-01 1
#> [181,] 0 0.000000e+00 0 1.911297e-01 1
#> [182,] 0 5.404844e-01 0 8.182594e-01 1
#> [183,] 0 0.000000e+00 0 8.983108e-01 1
#> [184,] 0 0.000000e+00 0 2.176003e+00 1
#> [185,] 0 0.000000e+00 0 2.163913e+00 0
#> [186,] 0 2.561945e-01 1 2.561945e-01 1
#> [187,] 0 0.000000e+00 0 2.028365e-01 1
#> [188,] 0 1.806213e-01 1 1.806213e-01 1
#> [189,] 0 3.552828e-01 0 1.417870e+00 1
#> [190,] 0 0.000000e+00 0 5.531582e-01 1
#> [191,] 0 0.000000e+00 0 2.168551e-02 1
#> [192,] 0 0.000000e+00 0 5.575804e-02 1
#> [193,] 0 0.000000e+00 0 4.636594e-01 1
#> [194,] 0 0.000000e+00 0 1.829095e-01 1
#> [195,] 0 1.756057e-01 0 4.781538e-01 1
#> [196,] 0 1.603233e-01 1 1.603233e-01 1
#> [197,] 0 0.000000e+00 0 1.217937e-01 1
#> [198,] 0 2.866079e-01 0 9.040744e-01 1
#> [199,] 0 6.836499e-02 0 2.292326e-01 1
#> [200,] 0 0.000000e+00 0 5.088963e-02 1
#> [201,] 0 0.000000e+00 0 2.715954e-01 1
#> [202,] 0 3.214959e-01 0 4.074112e-01 1
#> [203,] 0 0.000000e+00 0 9.760904e-02 1
#> [204,] 0 0.000000e+00 0 1.000714e+00 0
#> [205,] 0 0.000000e+00 0 8.173390e-01 1
#> [206,] 0 2.983514e-01 1 2.983514e-01 1
#> [207,] 0 0.000000e+00 0 3.801828e-01 1
#> [208,] 0 6.049866e-01 0 1.458080e+00 0
#> [209,] 0 0.000000e+00 0 1.488672e-01 1
#> [210,] 0 0.000000e+00 0 2.679858e-01 1
#> [211,] 0 0.000000e+00 0 3.682730e-01 1
#> [212,] 0 3.442076e-01 0 4.687269e-01 1
#> [213,] 0 3.283517e-01 0 5.225436e-01 1
#> [214,] 0 0.000000e+00 0 1.174896e-01 1
#> [215,] 0 7.187835e-01 0 8.208120e-01 1
#> [216,] 0 0.000000e+00 0 2.793533e-01 1
#> [217,] 0 1.932056e-01 0 4.059971e-01 1
#> [218,] 0 1.317214e-02 1 1.317214e-02 1
#> [219,] 0 6.238646e-01 0 8.373239e-01 1
#> [220,] 0 0.000000e+00 0 2.054963e-01 1
#> [221,] 0 0.000000e+00 0 5.176195e-01 1
#> [222,] 0 0.000000e+00 0 1.623056e+00 0
#> [223,] 0 0.000000e+00 0 2.723707e-01 1
#> [224,] 0 1.353422e-01 0 1.102946e+00 0
#> [225,] 0 3.897014e-01 0 5.965167e-01 1
#> [226,] 0 3.134445e-01 0 6.896419e-01 1
#> [227,] 0 0.000000e+00 0 1.162911e+00 1
#> [228,] 0 0.000000e+00 0 2.868440e-01 1
#> [229,] 0 2.512610e-01 0 3.121028e-01 1
#> [230,] 0 0.000000e+00 0 1.020703e+00 1
#> [231,] 0 0.000000e+00 0 3.246802e-01 1
#> [232,] 0 0.000000e+00 0 8.935736e-01 1
#> [233,] 0 0.000000e+00 0 3.262418e-01 1
#> [234,] 0 0.000000e+00 0 1.325905e+00 1
#> [235,] 0 6.655849e-02 1 6.655849e-02 1
#> [236,] 0 0.000000e+00 0 4.594519e-01 1
#> [237,] 0 0.000000e+00 0 2.140376e+00 1
#> [238,] 0 0.000000e+00 0 3.866911e-01 1
#> [239,] 0 0.000000e+00 0 1.294017e-03 1
#> [240,] 0 0.000000e+00 0 3.505458e-01 1
#> [241,] 0 0.000000e+00 0 1.055408e+00 1
#> [242,] 0 2.647768e-03 0 9.794258e-02 1
#> [243,] 0 0.000000e+00 0 8.021471e-02 1
#> [244,] 0 0.000000e+00 0 9.801697e-01 1
#> [245,] 0 4.928522e-02 0 1.270978e+00 1
#> [246,] 0 3.345161e-01 0 4.510786e-01 1
#> [247,] 0 0.000000e+00 0 4.603282e-01 1
#> [248,] 0 0.000000e+00 0 9.606372e-01 1
#> [249,] 0 0.000000e+00 0 2.472550e-01 1
#> [250,] 0 1.319940e-01 0 1.643970e+00 1
#> [251,] 0 0.000000e+00 0 1.392474e+00 1
#> [252,] 0 0.000000e+00 0 6.214375e-01 1
#> [253,] 0 0.000000e+00 0 1.566190e-03 1
#> [254,] 0 0.000000e+00 0 1.246713e-01 1
#> [255,] 0 1.861277e-01 1 1.861277e-01 1
#> [256,] 0 0.000000e+00 0 2.952947e-01 1
#> [257,] 0 0.000000e+00 0 1.414087e-01 1
#> [258,] 0 1.180931e-02 0 1.320464e-01 1
#> [259,] 0 1.608877e-01 0 6.394823e-01 1
#> [260,] 0 7.919427e-02 1 7.919427e-02 1
#> [261,] 0 0.000000e+00 0 2.414140e-01 1
#> [262,] 0 1.552714e-02 1 1.552714e-02 1
#> [263,] 0 8.454082e-02 0 1.083892e+00 1
#> [264,] 0 1.401061e-01 1 1.401061e-01 1
#> [265,] 0 0.000000e+00 0 3.923216e-01 1
#> [266,] 0 0.000000e+00 0 6.552751e-01 1
#> [267,] 0 1.584995e-01 0 1.018518e+00 1
#> [268,] 0 0.000000e+00 0 9.549757e-01 1
#> [269,] 0 0.000000e+00 0 3.066474e-01 1
#> [270,] 0 2.766305e-01 0 3.422769e-01 1
#> [271,] 0 0.000000e+00 0 4.474008e-01 1
#> [272,] 0 0.000000e+00 0 1.378026e-01 1
#> [273,] 0 0.000000e+00 0 8.776374e-01 1
#> [274,] 0 0.000000e+00 0 9.965435e-01 1
#> [275,] 0 1.801814e-01 0 7.880598e-01 1
#> [276,] 0 0.000000e+00 0 8.234548e-01 1
#> [277,] 0 0.000000e+00 0 1.862760e-01 1
#> [278,] 0 4.336584e-01 0 5.234344e-01 1
#> [279,] 0 1.300979e-01 0 6.441875e-01 1
#> [280,] 0 0.000000e+00 0 1.289069e+00 0
#> [281,] 0 0.000000e+00 0 1.350753e+00 1
#> [282,] 0 3.839570e-01 0 4.897339e-01 1
#> [283,] 0 1.275179e-01 1 1.275179e-01 1
#> [284,] 0 0.000000e+00 0 4.173361e-01 1
#> [285,] 0 0.000000e+00 0 1.925297e-01 1
#> [286,] 0 0.000000e+00 0 1.031251e+00 1
#> [287,] 0 0.000000e+00 0 9.311398e-02 1
#> [288,] 0 5.808171e-01 0 9.835159e-01 1
#> [289,] 0 0.000000e+00 0 6.205364e-01 1
#> [290,] 0 0.000000e+00 0 4.355316e-01 1
#> [291,] 0 1.092211e-01 0 1.507151e-01 1
#> [292,] 0 0.000000e+00 0 6.723052e-02 1
#> [293,] 0 9.014387e-02 1 9.014387e-02 1
#> [294,] 0 4.492788e-01 1 4.492788e-01 1
#> [295,] 0 0.000000e+00 0 2.233407e-01 1
#> [296,] 0 5.005247e-01 0 6.687837e-01 1
#> [297,] 0 0.000000e+00 0 2.093878e-02 1
#> [298,] 0 0.000000e+00 0 8.252109e-01 1
#> [299,] 0 0.000000e+00 0 1.114628e+00 0
#> [300,] 0 1.531234e-01 0 5.038397e-01 1
#> [301,] 0 0.000000e+00 0 5.973131e-01 1
#> [302,] 0 5.775673e-01 1 5.775673e-01 1
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#> [1874,] 0 2.968587e-01 1 2.968587e-01 1
#> [1875,] 0 0.000000e+00 0 8.684864e-02 1
#> [1876,] 0 0.000000e+00 0 1.449736e+00 0
#> [1877,] 0 1.779620e-01 0 1.219134e+00 1
#> [1878,] 0 0.000000e+00 0 5.577483e-01 1
#> [1879,] 0 0.000000e+00 0 2.647115e-02 1
#> [1880,] 0 2.322540e-01 0 1.173948e+00 1
#> [1881,] 0 0.000000e+00 0 9.322524e-01 1
#> [1882,] 0 0.000000e+00 0 5.992703e-01 1
#> [1883,] 0 0.000000e+00 0 7.338013e-01 1
#> [1884,] 0 0.000000e+00 0 4.927303e-01 1
#> [1885,] 0 0.000000e+00 0 5.757556e-02 1
#> [1886,] 0 3.168093e-01 1 3.168093e-01 1
#> [1887,] 0 0.000000e+00 0 4.933501e-01 1
#> [1888,] 0 0.000000e+00 0 1.612433e+00 0
#> [1889,] 0 4.487565e-01 0 1.016125e+00 1
#> [1890,] 0 7.837255e-02 1 7.837255e-02 1
#> [1891,] 0 4.561062e-01 1 4.561062e-01 1
#> [1892,] 0 1.641403e-01 0 1.002731e+00 1
#> [1893,] 0 0.000000e+00 0 6.469071e-01 1
#> [1894,] 0 0.000000e+00 0 6.272328e-02 1
#> [1895,] 0 4.260945e-01 1 4.260945e-01 1
#> [1896,] 0 1.260030e-01 1 1.260030e-01 1
#> [1897,] 0 0.000000e+00 0 2.914957e-01 1
#> [1898,] 0 0.000000e+00 0 1.127374e+00 0
#> [1899,] 0 7.919517e-02 1 7.919517e-02 1
#> [1900,] 0 0.000000e+00 0 7.960702e-01 1
#> [1901,] 0 0.000000e+00 0 5.284158e-01 1
#> [1902,] 0 0.000000e+00 0 3.438617e-01 1
#> [1903,] 0 0.000000e+00 0 1.323512e+00 1
#> [1904,] 0 0.000000e+00 0 5.317755e-03 1
#> [1905,] 0 1.119038e-01 0 1.039510e+00 0
#> [1906,] 0 0.000000e+00 0 7.404427e-01 1
#> [1907,] 0 1.068495e-01 0 4.498760e-01 1
#> [1908,] 0 0.000000e+00 0 4.989263e-02 1
#> [1909,] 0 0.000000e+00 0 1.021236e+00 1
#> [1910,] 0 3.623788e-01 1 3.623788e-01 1
#> [1911,] 0 0.000000e+00 0 1.075953e+00 0
#> [1912,] 0 0.000000e+00 0 3.779776e-01 1
#> [1913,] 0 1.858659e-01 0 1.279787e+00 1
#> [1914,] 0 0.000000e+00 0 2.571570e-01 1
#> [1915,] 0 1.505720e-01 1 1.505720e-01 1
#> [1916,] 0 0.000000e+00 0 3.358947e-01 1
#> [1917,] 0 6.950061e-02 1 6.950061e-02 1
#> [1918,] 0 6.615190e-03 0 3.928605e-01 1
#> [1919,] 0 0.000000e+00 0 1.819712e-01 1
#> [1920,] 0 3.224349e-01 0 1.027340e+00 1
#> [1921,] 0 5.130866e-02 1 5.130866e-02 1
#> [1922,] 0 0.000000e+00 0 2.106250e-01 1
#> [1923,] 0 0.000000e+00 0 3.277652e-01 1
#> [1924,] 0 7.114982e-01 0 1.570071e+00 0
#> [1925,] 0 0.000000e+00 0 4.130263e-01 1
#> [1926,] 0 0.000000e+00 0 3.043032e-01 1
#> [1927,] 0 0.000000e+00 0 4.226534e-01 1
#> [1928,] 0 3.397874e-01 1 3.397874e-01 1
#> [1929,] 0 0.000000e+00 0 1.490276e+00 1
#> [1930,] 0 0.000000e+00 0 7.020377e-02 1
#> [1931,] 0 0.000000e+00 0 1.230458e+00 1
#> [1932,] 0 0.000000e+00 0 1.053412e+00 1
#> [1933,] 0 1.312494e-01 1 1.312494e-01 1
#> [1934,] 0 0.000000e+00 0 1.105525e+00 0
#> [1935,] 0 0.000000e+00 0 3.155622e-01 1
#> [1936,] 0 6.713227e-02 0 9.202094e-01 1
#> [1937,] 0 5.540121e-01 0 1.033258e+00 1
#> [1938,] 0 0.000000e+00 0 9.252089e-01 1
#> [1939,] 0 1.899262e-01 1 1.899262e-01 1
#> [1940,] 0 3.381374e-01 1 3.381374e-01 1
#> [1941,] 0 0.000000e+00 0 8.636234e-01 1
#> [1942,] 0 0.000000e+00 0 1.019522e-02 1
#> [1943,] 0 1.534828e-01 1 1.534828e-01 1
#> [1944,] 0 0.000000e+00 0 4.972698e-01 1
#> [1945,] 0 0.000000e+00 0 4.239057e-01 1
#> [1946,] 0 7.357602e-02 1 7.357602e-02 1
#> [1947,] 0 0.000000e+00 0 1.573858e-02 1
#> [1948,] 0 1.809493e-01 0 5.512582e-01 1
#> [1949,] 0 2.398087e-01 1 2.398087e-01 1
#> [1950,] 0 0.000000e+00 0 3.019272e-01 1
#> [1951,] 0 2.874940e-02 1 2.874940e-02 1
#> [1952,] 0 0.000000e+00 0 6.591536e-01 1
#> [1953,] 0 0.000000e+00 0 3.425965e-01 1
#> [1954,] 0 0.000000e+00 0 2.711133e-01 1
#> [1955,] 0 0.000000e+00 0 8.371329e-01 1
#> [1956,] 0 4.470449e-01 1 4.470449e-01 1
#> [1957,] 0 5.297122e-01 1 5.297122e-01 1
#> [1958,] 0 0.000000e+00 0 1.297691e+00 0
#> [1959,] 0 3.229752e-01 1 3.229752e-01 1
#> [1960,] 0 3.828635e-01 0 5.714012e-01 1
#> [1961,] 0 5.494002e-01 0 6.192346e-01 1
#> [1962,] 0 6.861112e-01 0 1.332211e+00 1
#> [1963,] 0 0.000000e+00 0 1.045227e+00 0
#> [1964,] 0 4.706056e-01 0 2.107056e+00 0
#> [1965,] 0 2.020122e-01 1 2.020122e-01 1
#> [1966,] 0 0.000000e+00 0 7.601634e-02 1
#> [1967,] 0 0.000000e+00 0 3.737726e-01 1
#> [1968,] 0 7.833594e-02 0 1.178821e+00 1
#> [1969,] 0 3.900760e-01 0 5.953531e-01 1
#> [1970,] 0 0.000000e+00 0 8.952677e-01 1
#> [1971,] 0 5.318815e-01 0 7.406641e-01 1
#> [1972,] 0 3.772499e-01 1 3.772499e-01 1
#> [1973,] 0 5.942207e-03 0 1.062721e+00 1
#> [1974,] 0 0.000000e+00 0 4.054535e-01 1
#> [1975,] 0 5.466895e-01 0 7.013974e-01 1
#> [1976,] 0 0.000000e+00 0 6.025611e-01 1
#> [1977,] 0 6.181265e-01 0 1.635432e+00 0
#> [1978,] 0 0.000000e+00 0 5.612666e-01 1
#> [1979,] 0 0.000000e+00 0 1.555529e+00 1
#> [1980,] 0 2.791488e-01 0 2.843384e-01 1
#> [1981,] 0 4.292696e-01 0 9.505574e-01 1
#> [1982,] 0 5.251827e-02 1 5.251827e-02 1
#> [1983,] 0 0.000000e+00 0 1.910856e-01 1
#> [1984,] 0 1.373430e-01 0 7.595545e-01 1
#> [1985,] 0 3.202818e-01 0 1.029110e+00 1
#> [1986,] 0 2.926006e-01 1 2.926006e-01 1
#> [1987,] 0 0.000000e+00 0 4.169679e-01 1
#> [1988,] 0 1.178040e-01 0 1.674082e-01 1
#> [1989,] 0 0.000000e+00 0 3.690644e-01 1
#> [1990,] 0 0.000000e+00 0 3.006879e-01 1
#> [1991,] 0 0.000000e+00 0 1.883744e-02 1
#> [1992,] 0 0.000000e+00 0 1.395038e+00 0
#> [1993,] 0 0.000000e+00 0 1.316795e+00 1
#> [1994,] 0 0.000000e+00 0 5.489584e-01 1
#> [1995,] 0 0.000000e+00 0 1.089135e-01 1
#> [1996,] 0 0.000000e+00 0 2.459872e-02 1
#> [1997,] 0 0.000000e+00 0 7.011485e-01 1
#> [1998,] 0 0.000000e+00 0 6.203877e-03 1
#> [1999,] 0 4.055489e-01 1 4.055489e-01 1
#> [2000,] 0 0.000000e+00 0 1.222714e+00 0
#> [2001,] 0 0.000000e+00 0 4.806010e-01 1
#> [2002,] 0 0.000000e+00 0 9.785134e-01 1
#> [2003,] 0 0.000000e+00 0 1.167218e-01 1
#> [2004,] 0 0.000000e+00 0 1.153874e+00 1
#> [2005,] 0 0.000000e+00 0 4.040487e-01 1
#> [2006,] 0 0.000000e+00 0 1.592228e-01 1
#> [2007,] 0 0.000000e+00 0 9.142915e-01 1
#> [2008,] 0 0.000000e+00 0 1.087839e-01 1
#> [2009,] 0 0.000000e+00 0 6.989891e-02 1
#> [2010,] 0 5.340066e-01 0 2.259974e+00 1
#> [2011,] 0 9.362327e-02 0 9.433474e-01 1
#> [2012,] 0 0.000000e+00 0 5.563750e-01 1
#> [2013,] 0 1.404812e-01 0 1.585415e+00 1
#> [2014,] 0 6.171226e-01 0 1.102388e+00 0
#> [2015,] 0 0.000000e+00 0 6.347778e-01 1
#> [2016,] 0 0.000000e+00 0 4.000612e-01 1
#> [2017,] 0 0.000000e+00 0 5.630351e-01 1
#> [2018,] 0 0.000000e+00 0 3.674550e-01 1
#> [2019,] 0 5.415918e-01 1 5.415918e-01 1
#> [2020,] 0 0.000000e+00 0 1.031092e+00 1
#> [2021,] 0 3.186575e-02 1 3.186575e-02 1
#> [2022,] 0 0.000000e+00 0 3.049149e-01 1
#> [2023,] 0 3.734954e-01 0 1.434340e+00 1
#> [2024,] 0 0.000000e+00 0 1.194126e+00 1
#> [2025,] 0 0.000000e+00 0 5.988691e-02 1
#> [2026,] 0 0.000000e+00 0 4.606640e-01 1
#> [2027,] 0 0.000000e+00 0 4.994898e-01 1
#> [2028,] 0 4.706991e-01 0 8.229997e-01 1
#> [2029,] 0 0.000000e+00 0 1.038131e-02 1
#> [2030,] 0 2.835567e-01 1 2.835567e-01 1
#> [2031,] 0 0.000000e+00 0 4.600450e-01 1
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#> [2034,] 0 4.740786e-01 0 6.020591e-01 1
#> [2035,] 0 5.304999e-02 1 5.304999e-02 1
#> [2036,] 0 0.000000e+00 0 1.799996e-01 1
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#> [2038,] 0 2.098615e-01 0 1.372572e+00 1
#> [2039,] 0 3.147328e-02 0 1.505342e+00 1
#> [2040,] 0 2.550010e-01 1 2.550010e-01 1
#> [2041,] 0 7.189970e-01 0 1.294366e+00 0
#> [2042,] 0 0.000000e+00 0 4.612956e-01 1
#> [2043,] 0 1.563315e-01 1 1.563315e-01 1
#> [2044,] 0 0.000000e+00 0 4.072691e-01 1
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#> [2174,] 0 6.195197e-02 1 6.195197e-02 1
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#> [2180,] 0 0.000000e+00 0 7.255613e-01 1
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#> [10280,] 0 2.327986e-02 1 2.327986e-02 1
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#> [19513,] 0 1.175571e-01 0 8.280378e-01 1
#> [19514,] 0 1.301541e-01 0 5.564318e-01 1
#> [19515,] 0 3.032658e-01 1 3.032658e-01 1
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#> [19518,] 0 0.000000e+00 0 1.964079e-03 1
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#> [19520,] 0 3.413220e-01 1 3.413220e-01 1
#> [19521,] 0 0.000000e+00 0 1.905772e+00 1
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#> [19523,] 0 1.556933e-02 1 1.556933e-02 1
#> [19524,] 0 0.000000e+00 0 3.531823e-01 1
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#> [19528,] 0 3.967264e-01 0 1.825737e+00 1
#> [19529,] 0 2.410714e-01 1 2.410714e-01 1
#> [19530,] 0 1.345202e-01 1 1.345202e-01 1
#> [19531,] 0 0.000000e+00 0 1.171096e+00 0
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#> [19534,] 0 6.759979e-02 0 1.834491e-01 1
#> [19535,] 0 0.000000e+00 0 3.297540e-01 1
#> [19536,] 0 3.497806e-01 0 6.276370e-01 1
#> [19537,] 0 0.000000e+00 0 4.741983e-01 1
#> [19538,] 0 0.000000e+00 0 4.639548e-01 1
#> [19539,] 0 1.419219e-01 1 1.419219e-01 1
#> [19540,] 0 0.000000e+00 0 7.813334e-01 1
#> [19541,] 0 0.000000e+00 0 2.077319e+00 1
#> [19542,] 0 0.000000e+00 0 7.932829e-01 1
#> [19543,] 0 1.282980e-01 1 1.282980e-01 1
#> [19544,] 0 0.000000e+00 0 2.076578e-01 1
#> [19545,] 0 0.000000e+00 0 1.132097e-01 1
#> [19546,] 0 0.000000e+00 0 1.062013e+00 1
#> [19547,] 0 0.000000e+00 0 2.254686e-01 1
#> [19548,] 0 0.000000e+00 0 1.164437e+00 0
#> [19549,] 0 0.000000e+00 0 8.408263e-01 1
#> [19550,] 0 0.000000e+00 0 1.893432e+00 1
#> [19551,] 0 0.000000e+00 0 1.012260e-01 1
#> [19552,] 0 0.000000e+00 0 9.844561e-02 1
#> [19553,] 0 0.000000e+00 0 3.448334e-02 1
#> [19554,] 0 0.000000e+00 0 1.156680e+00 0
#> [19555,] 0 0.000000e+00 0 1.661738e-01 1
#> [19556,] 0 1.629659e-01 0 5.620973e-01 1
#> [19557,] 0 2.669351e-02 1 2.669351e-02 1
#> [19558,] 0 1.058560e-03 1 1.058560e-03 1
#> [19559,] 0 4.330213e-01 1 4.330213e-01 1
#> [19560,] 0 0.000000e+00 0 1.411435e+00 1
#> [19561,] 0 1.291424e-01 0 3.288073e-01 1
#> [19562,] 0 0.000000e+00 0 6.303532e-01 1
#> [19563,] 0 0.000000e+00 0 1.235046e+00 1
#> [19564,] 0 0.000000e+00 0 6.523353e-01 1
#> [19565,] 0 0.000000e+00 0 5.084179e-01 1
#> [19566,] 0 0.000000e+00 0 7.659396e-01 1
#> [19567,] 0 1.428280e-01 1 1.428280e-01 1
#> [19568,] 0 0.000000e+00 0 7.242259e-01 1
#> [19569,] 0 0.000000e+00 0 6.759090e-01 1
#> [19570,] 0 0.000000e+00 0 1.101261e+00 1
#> [19571,] 0 0.000000e+00 0 3.340057e-01 1
#> [19572,] 0 0.000000e+00 0 3.854787e-01 1
#> [19573,] 0 2.464195e-01 0 1.066511e+00 1
#> [19574,] 0 0.000000e+00 0 3.357081e-01 1
#> [19575,] 0 0.000000e+00 0 9.544570e-01 1
#> [19576,] 0 0.000000e+00 0 1.898681e-01 1
#> [19577,] 0 0.000000e+00 0 1.265110e+00 1
#> [19578,] 0 3.951179e-01 0 6.920358e-01 1
#> [19579,] 0 0.000000e+00 0 5.014926e-01 1
#> [19580,] 0 0.000000e+00 0 4.736575e-01 1
#> [19581,] 0 0.000000e+00 0 1.628976e-01 1
#> [19582,] 0 0.000000e+00 0 7.071123e-01 1
#> [19583,] 0 0.000000e+00 0 1.210383e+00 1
#> [19584,] 0 2.493036e-01 0 3.095159e-01 1
#> [19585,] 0 0.000000e+00 0 5.033977e-01 1
#> [19586,] 0 0.000000e+00 0 1.311885e+00 0
#> [19587,] 0 4.659010e-01 0 1.692016e+00 1
#> [19588,] 0 2.209495e-02 1 2.209495e-02 1
#> [19589,] 0 2.185167e-01 0 1.462892e+00 1
#> [19590,] 0 6.860856e-02 0 1.201522e+00 1
#> [19591,] 0 0.000000e+00 0 6.815341e-01 1
#> [19592,] 0 1.152920e-01 0 2.104354e+00 1
#> [19593,] 0 5.982843e-01 1 5.982843e-01 1
#> [19594,] 0 0.000000e+00 0 6.223534e-02 1
#> [19595,] 0 4.377501e-01 0 7.010678e-01 1
#> [19596,] 0 0.000000e+00 0 9.063218e-01 1
#> [19597,] 0 3.438235e-01 1 3.438235e-01 1
#> [19598,] 0 1.411253e-01 1 1.411253e-01 1
#> [19599,] 0 3.034614e-02 0 9.910897e-02 1
#> [19600,] 0 2.219948e-01 1 2.219948e-01 1
#> [19601,] 0 0.000000e+00 0 1.541747e+00 1
#> [19602,] 0 0.000000e+00 0 1.144692e+00 1
#> [19603,] 0 0.000000e+00 0 2.482343e-01 1
#> [19604,] 0 0.000000e+00 0 1.125750e+00 0
#> [19605,] 0 0.000000e+00 0 5.151425e-01 1
#> [19606,] 0 0.000000e+00 0 4.882322e-01 1
#> [19607,] 0 9.174711e-02 1 9.174711e-02 1
#> [19608,] 0 0.000000e+00 0 5.213312e-01 1
#> [19609,] 0 1.893114e-01 0 1.103753e+00 0
#> [19610,] 0 0.000000e+00 0 1.701355e-01 1
#> [19611,] 0 3.972179e-01 0 7.492722e-01 1
#> [19612,] 0 2.720065e-01 1 2.720065e-01 1
#> [19613,] 0 2.556339e-01 0 2.256222e+00 0
#> [19614,] 0 4.689558e-02 0 2.047187e-01 1
#> [19615,] 0 0.000000e+00 0 3.335646e-01 1
#> [19616,] 0 0.000000e+00 0 7.614883e-01 1
#> [19617,] 0 0.000000e+00 0 1.023608e+00 1
#> [19618,] 0 6.111144e-02 1 6.111144e-02 1
#> [19619,] 0 0.000000e+00 0 1.203127e+00 1
#> [19620,] 0 0.000000e+00 0 1.545159e-01 1
#> [19621,] 0 0.000000e+00 0 1.350026e+00 1
#> [19622,] 0 0.000000e+00 0 1.066339e-01 1
#> [19623,] 0 2.392605e-01 1 2.392605e-01 1
#> [19624,] 0 0.000000e+00 0 5.045610e-01 1
#> [19625,] 0 4.584028e-02 0 9.474442e-02 1
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#> [19631,] 0 2.859338e-02 1 2.859338e-02 1
#> [19632,] 0 5.128352e-01 1 5.128352e-01 1
#> [19633,] 0 2.085797e-01 0 1.240165e+00 1
#> [19634,] 0 4.097505e-01 0 9.323620e-01 1
#> [19635,] 0 0.000000e+00 0 1.174340e+00 0
#> [19636,] 0 1.017506e-01 1 1.017506e-01 1
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#> [19639,] 0 0.000000e+00 0 4.829863e-01 1
#> [19640,] 0 0.000000e+00 0 1.532234e-01 1
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#> [19642,] 0 8.438090e-02 1 8.438090e-02 1
#> [19643,] 0 2.901679e-01 0 4.652558e-01 1
#> [19644,] 0 5.947732e-01 1 5.947732e-01 1
#> [19645,] 0 5.311275e-01 0 1.035420e+00 0
#> [19646,] 0 0.000000e+00 0 6.456955e-01 1
#> [19647,] 0 0.000000e+00 0 1.082480e-02 1
#> [19648,] 0 0.000000e+00 0 4.322252e-02 1
#> [19649,] 0 1.072301e-01 0 6.039915e-01 1
#> [19650,] 0 4.872831e-01 1 4.872831e-01 1
#> [19651,] 0 0.000000e+00 0 6.552700e-01 1
#> [19652,] 0 0.000000e+00 0 1.012542e+00 1
#> [19653,] 0 1.816573e-01 1 1.816573e-01 1
#> [19654,] 0 0.000000e+00 0 2.032003e-01 1
#> [19655,] 0 3.110131e-01 1 3.110131e-01 1
#> [19656,] 0 0.000000e+00 0 8.274238e-01 1
#> [19657,] 0 0.000000e+00 0 1.343654e+00 1
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#> [19660,] 0 0.000000e+00 0 3.963458e-01 1
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#> [19662,] 0 0.000000e+00 0 1.638635e+00 1
#> [19663,] 0 3.432683e-02 0 8.759830e-02 1
#> [19664,] 0 0.000000e+00 0 9.271870e-01 1
#> [19665,] 0 0.000000e+00 0 4.666680e-01 1
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#> [19668,] 0 3.421563e-01 1 3.421563e-01 1
#> [19669,] 0 0.000000e+00 0 2.924572e-01 1
#> [19670,] 0 0.000000e+00 0 4.558550e-01 1
#> [19671,] 0 6.019244e-01 1 6.019244e-01 1
#> [19672,] 0 1.597639e-01 0 3.465566e-01 1
#> [19673,] 0 1.612797e-01 1 1.612797e-01 1
#> [19674,] 0 0.000000e+00 0 2.509926e-01 1
#> [19675,] 0 3.428250e-01 1 3.428250e-01 1
#> [19676,] 0 2.391550e-02 0 1.974679e-01 1
#> [19677,] 0 1.194310e-02 0 1.596296e+00 1
#> [19678,] 0 0.000000e+00 0 5.521224e-02 1
#> [19679,] 0 1.669002e-01 1 1.669002e-01 1
#> [19680,] 0 3.988564e-01 0 5.184070e-01 1
#> [19681,] 0 0.000000e+00 0 6.453879e-01 1
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#> [19683,] 0 0.000000e+00 0 4.040728e-01 1
#> [19684,] 0 0.000000e+00 0 3.535383e-01 1
#> [19685,] 0 0.000000e+00 0 4.860236e-01 1
#> [19686,] 0 3.660839e-01 0 1.202062e+00 0
#> [19687,] 0 1.514734e-03 0 5.129920e-01 1
#> [19688,] 0 4.108773e-01 0 1.139945e+00 1
#> [19689,] 0 7.192988e-02 1 7.192988e-02 1
#> [19690,] 0 0.000000e+00 0 5.650103e-02 1
#> [19691,] 0 0.000000e+00 0 1.119813e+00 1
#> [19692,] 0 0.000000e+00 0 1.300627e+00 0
#> [19693,] 0 0.000000e+00 0 3.512926e-01 1
#> [19694,] 0 6.760470e-01 0 1.053627e+00 0
#> [19695,] 0 0.000000e+00 0 1.830429e-01 1
#> [19696,] 0 0.000000e+00 0 8.083059e-01 1
#> [19697,] 0 0.000000e+00 0 1.452282e+00 1
#> [19698,] 0 3.583834e-01 1 3.583834e-01 1
#> [19699,] 0 0.000000e+00 0 3.938727e-01 1
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#> [19701,] 0 4.224059e-01 0 4.224840e-01 1
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#> [19704,] 0 3.925539e-01 0 1.170518e+00 1
#> [19705,] 0 0.000000e+00 0 1.222771e+00 1
#> [19706,] 0 1.662098e-01 1 1.662098e-01 1
#> [19707,] 0 6.655318e-01 0 7.460893e-01 1
#> [19708,] 0 0.000000e+00 0 4.086307e-01 1
#> [19709,] 0 6.021749e-01 0 1.224313e+00 1
#> [19710,] 0 1.607275e-01 0 7.534158e-01 1
#> [19711,] 0 2.435962e-01 0 1.442415e+00 1
#> [19712,] 0 0.000000e+00 0 8.140322e-02 1
#> [19713,] 0 0.000000e+00 0 3.658833e-01 1
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#> [19738,] 0 4.735929e-01 1 4.735929e-01 1
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#> [19746,] 0 1.334245e-01 0 6.236623e-01 1
#> [19747,] 0 3.085653e-01 0 1.905423e+00 0
#> [19748,] 0 7.127349e-01 0 1.924536e+00 0
#> [19749,] 0 0.000000e+00 0 1.732045e+00 1
#> [19750,] 0 0.000000e+00 0 5.972866e-01 1
#> [19751,] 0 0.000000e+00 0 1.254954e+00 1
#> [19752,] 0 5.786434e-03 0 2.496844e+00 1
#> [19753,] 0 5.208173e-01 0 1.557214e+00 1
#> [19754,] 0 7.975724e-02 1 7.975724e-02 1
#> [19755,] 0 0.000000e+00 0 6.324864e-02 1
#> [19756,] 0 0.000000e+00 0 2.479578e-01 1
#> [19757,] 0 6.179853e-01 1 6.179853e-01 1
#> [19758,] 0 8.280468e-02 1 8.280468e-02 1
#> [19759,] 0 0.000000e+00 0 3.516949e-01 1
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#> [19761,] 0 5.081400e-03 0 3.425017e-02 1
#> [19762,] 0 2.408456e-02 1 2.408456e-02 1
#> [19763,] 0 0.000000e+00 0 8.331628e-01 1
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#> [19769,] 0 0.000000e+00 0 1.568922e+00 1
#> [19770,] 0 0.000000e+00 0 1.246603e+00 1
#> [19771,] 0 0.000000e+00 0 4.884541e-01 1
#> [19772,] 0 5.262998e-01 0 1.720738e+00 1
#> [19773,] 0 0.000000e+00 0 1.406993e+00 1
#> [19774,] 0 0.000000e+00 0 3.300631e-02 1
#> [19775,] 0 0.000000e+00 0 1.134007e+00 0
#> [19776,] 0 0.000000e+00 0 2.510017e-01 1
#> [19777,] 0 0.000000e+00 0 3.144630e-01 1
#> [19778,] 0 1.442871e-02 0 1.775948e+00 1
#> [19779,] 0 4.770412e-03 0 3.626209e-01 1
#> [19780,] 0 0.000000e+00 0 2.022506e-01 1
#> [19781,] 0 2.406485e-01 1 2.406485e-01 1
#> [19782,] 0 1.998769e-01 1 1.998769e-01 1
#> [19783,] 0 1.999877e-01 1 1.999877e-01 1
#> [19784,] 0 0.000000e+00 0 2.645087e-01 1
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#> [19787,] 0 5.790896e-01 0 9.736190e-01 1
#> [19788,] 0 0.000000e+00 0 5.875136e-01 1
#> [19789,] 0 3.764859e-01 0 8.732755e-01 1
#> [19790,] 0 0.000000e+00 0 4.140539e-01 1
#> [19791,] 0 0.000000e+00 0 3.502871e-01 1
#> [19792,] 0 0.000000e+00 0 1.582480e+00 1
#> [19793,] 0 0.000000e+00 0 7.321896e-01 1
#> [19794,] 0 2.395202e-01 0 7.447680e-01 1
#> [19795,] 0 0.000000e+00 0 1.002087e+00 1
#> [19796,] 0 1.554198e-01 1 1.554198e-01 1
#> [19797,] 0 2.561404e-01 0 7.398379e-01 1
#> [19798,] 0 0.000000e+00 0 4.429542e-01 1
#> [19799,] 0 0.000000e+00 0 3.391264e-01 1
#> [19800,] 0 1.422082e-01 0 6.809118e-01 1
#> [19801,] 0 2.394697e-01 0 4.484458e-01 1
#> [19802,] 0 0.000000e+00 0 3.375621e-01 1
#> [19803,] 0 4.396146e-02 0 9.777279e-01 1
#> [19804,] 0 0.000000e+00 0 1.018342e+00 0
#> [19805,] 0 0.000000e+00 0 4.071594e-01 1
#> [19806,] 0 0.000000e+00 0 1.469724e-01 1
#> [19807,] 0 0.000000e+00 0 1.112100e+00 0
#> [19808,] 0 0.000000e+00 0 1.040454e+00 1
#> [19809,] 0 0.000000e+00 0 7.832243e-02 1
#> [19810,] 0 3.296161e-01 0 5.673104e-01 1
#> [19811,] 0 0.000000e+00 0 7.296482e-01 1
#> [19812,] 0 5.299968e-01 0 8.577654e-01 1
#> [19813,] 0 0.000000e+00 0 2.676958e-01 1
#> [19814,] 0 0.000000e+00 0 5.382179e-02 1
#> [19815,] 0 0.000000e+00 0 1.150675e+00 1
#> [19816,] 0 0.000000e+00 0 2.084084e-01 1
#> [19817,] 0 0.000000e+00 0 5.880815e-01 1
#> [19818,] 0 1.463073e-01 0 9.573051e-01 1
#> [19819,] 0 0.000000e+00 0 3.138670e-01 1
#> [19820,] 0 1.420144e-01 0 1.498811e-01 1
#> [19821,] 0 7.290269e-02 1 7.290269e-02 1
#> [19822,] 0 6.511610e-01 0 6.918991e-01 1
#> [19823,] 0 0.000000e+00 0 5.865885e-01 1
#> [19824,] 0 0.000000e+00 0 2.210083e-02 1
#> [19825,] 0 0.000000e+00 0 5.079309e-01 1
#> [19826,] 0 0.000000e+00 0 6.000738e-01 1
#> [19827,] 0 3.045797e-01 1 3.045797e-01 1
#> [19828,] 0 3.462129e-01 0 7.107880e-01 1
#> [19829,] 0 0.000000e+00 0 9.045037e-01 1
#> [19830,] 0 7.344444e-01 0 1.235494e+00 0
#> [19831,] 0 0.000000e+00 0 4.761396e-01 1
#> [19832,] 0 0.000000e+00 0 9.514228e-01 1
#> [19833,] 0 0.000000e+00 0 1.733340e+00 1
#> [19834,] 0 0.000000e+00 0 8.206583e-01 1
#> [19835,] 0 0.000000e+00 0 2.361919e-01 1
#> [19836,] 0 0.000000e+00 0 7.169997e-01 1
#> [19837,] 0 2.215478e-01 1 2.215478e-01 1
#> [19838,] 0 0.000000e+00 0 6.069563e-01 1
#> [19839,] 0 0.000000e+00 0 4.519317e-01 1
#> [19840,] 0 6.198097e-02 0 3.871422e-01 1
#> [19841,] 0 0.000000e+00 0 1.888188e-01 1
#> [19842,] 0 0.000000e+00 0 3.733695e-01 1
#> [19843,] 0 0.000000e+00 0 3.437271e-01 1
#> [19844,] 0 3.067884e-01 0 3.385819e-01 1
#> [19845,] 0 8.167874e-02 1 8.167874e-02 1
#> [19846,] 0 0.000000e+00 0 4.216835e-01 1
#> [19847,] 0 0.000000e+00 0 3.928803e-01 1
#> [19848,] 0 9.419467e-02 0 8.832146e-01 1
#> [19849,] 0 0.000000e+00 0 1.329492e+00 1
#> [19850,] 0 2.386709e-01 1 2.386709e-01 1
#> [19851,] 0 0.000000e+00 0 5.592376e-01 1
#> [19852,] 0 8.579654e-04 1 8.579654e-04 1
#> [19853,] 0 1.780901e-01 0 1.348150e+00 1
#> [19854,] 0 0.000000e+00 0 1.203343e+00 0
#> [19855,] 0 0.000000e+00 0 1.765293e+00 1
#> [19856,] 0 0.000000e+00 0 3.499770e-01 1
#> [19857,] 0 6.446669e-01 0 1.549177e+00 1
#> [19858,] 0 2.264862e-01 1 2.264862e-01 1
#> [19859,] 0 1.171683e-01 0 3.419003e-01 1
#> [19860,] 0 0.000000e+00 0 1.550762e+00 0
#> [19861,] 0 3.527849e-01 1 3.527849e-01 1
#> [19862,] 0 0.000000e+00 0 4.260362e-01 1
#> [19863,] 0 0.000000e+00 0 2.349170e+00 0
#> [19864,] 0 0.000000e+00 0 1.782167e+00 1
#> [19865,] 0 0.000000e+00 0 1.387662e+00 0
#> [19866,] 0 6.661026e-02 1 6.661026e-02 1
#> [19867,] 0 7.407799e-02 1 7.407799e-02 1
#> [19868,] 0 1.981184e-01 0 3.475145e-01 1
#> [19869,] 0 0.000000e+00 0 7.027973e-02 1
#> [19870,] 0 6.552094e-02 0 9.122424e-01 1
#> [19871,] 0 0.000000e+00 0 3.901218e-02 1
#> [19872,] 0 0.000000e+00 0 8.778926e-01 1
#> [19873,] 0 0.000000e+00 0 6.356785e-01 1
#> [19874,] 0 4.644514e-01 0 1.165491e+00 1
#> [19875,] 0 1.432980e-01 0 1.010304e+00 0
#> [19876,] 0 0.000000e+00 0 1.024200e+00 1
#> [19877,] 0 0.000000e+00 0 3.789008e-01 1
#> [19878,] 0 5.541419e-02 1 5.541419e-02 1
#> [19879,] 0 2.028727e-01 0 4.010456e-01 1
#> [19880,] 0 0.000000e+00 0 1.212162e-01 1
#> [19881,] 0 0.000000e+00 0 4.625983e-01 1
#> [19882,] 0 0.000000e+00 0 9.743226e-01 1
#> [19883,] 0 0.000000e+00 0 1.458973e+00 1
#> [19884,] 0 0.000000e+00 0 9.390081e-01 1
#> [19885,] 0 3.963804e-01 0 1.821800e+00 0
#> [19886,] 0 4.472196e-01 1 4.472196e-01 1
#> [19887,] 0 5.851183e-01 0 7.509256e-01 1
#> [19888,] 0 0.000000e+00 0 1.899434e+00 0
#> [19889,] 0 0.000000e+00 0 1.003383e-01 1
#> [19890,] 0 0.000000e+00 0 4.195465e-01 1
#> [19891,] 0 0.000000e+00 0 1.193825e+00 1
#> [19892,] 0 0.000000e+00 0 2.556919e+00 0
#> [19893,] 0 5.017974e-01 0 6.086345e-01 1
#> [19894,] 0 5.375879e-01 1 5.375879e-01 1
#> [19895,] 0 6.139426e-01 0 6.787870e-01 1
#> [19896,] 0 0.000000e+00 0 1.226623e+00 1
#> [19897,] 0 1.506455e-01 0 9.355053e-01 1
#> [19898,] 0 0.000000e+00 0 1.424738e+00 1
#> [19899,] 0 0.000000e+00 0 1.614224e+00 1
#> [19900,] 0 0.000000e+00 0 3.496623e-01 1
#> [19901,] 0 0.000000e+00 0 5.045387e-02 1
#> [19902,] 0 1.727373e-01 0 7.916876e-01 1
#> [19903,] 0 1.948268e-02 1 1.948268e-02 1
#> [19904,] 0 0.000000e+00 0 1.864415e-01 1
#> [19905,] 0 0.000000e+00 0 2.002419e+00 1
#> [19906,] 0 0.000000e+00 0 8.315955e-02 1
#> [19907,] 0 6.483681e-01 0 1.791885e+00 1
#> [19908,] 0 0.000000e+00 0 5.098614e-01 1
#> [19909,] 0 3.386076e-01 1 3.386076e-01 1
#> [19910,] 0 0.000000e+00 0 3.146027e-01 1
#> [19911,] 0 0.000000e+00 0 1.718944e-01 1
#> [19912,] 0 1.383544e-01 0 1.756786e-01 1
#> [19913,] 0 0.000000e+00 0 1.077189e+00 0
#> [19914,] 0 1.455706e-01 1 1.455706e-01 1
#> [19915,] 0 6.121321e-01 0 7.343996e-01 1
#> [19916,] 0 0.000000e+00 0 1.688330e+00 1
#> [19917,] 0 1.654703e-01 0 1.845229e-01 1
#> [19918,] 0 0.000000e+00 0 8.389788e-01 1
#> [19919,] 0 0.000000e+00 0 2.270803e-01 1
#> [19920,] 0 1.399876e-01 0 1.402011e+00 0
#> [19921,] 0 0.000000e+00 0 4.323075e-01 1
#> [19922,] 0 0.000000e+00 0 2.145743e-01 1
#> [19923,] 0 0.000000e+00 0 1.816156e+00 0
#> [19924,] 0 0.000000e+00 0 1.007220e+00 1
#> [19925,] 0 0.000000e+00 0 3.586909e-01 1
#> [19926,] 0 0.000000e+00 0 1.601708e+00 0
#> [19927,] 0 6.291156e-02 1 6.291156e-02 1
#> [19928,] 0 0.000000e+00 0 2.142897e+00 1
#> [19929,] 0 1.125252e-04 0 8.815606e-01 1
#> [19930,] 0 0.000000e+00 0 4.627676e-01 1
#> [19931,] 0 0.000000e+00 0 7.953871e-01 1
#> [19932,] 0 3.260325e-01 0 1.735502e+00 1
#> [19933,] 0 0.000000e+00 0 5.259700e-01 1
#> [19934,] 0 3.812898e-01 0 1.318063e+00 0
#> [19935,] 0 8.682138e-02 0 1.355651e+00 1
#> [19936,] 0 0.000000e+00 0 8.830977e-02 1
#> [19937,] 0 0.000000e+00 0 1.844212e-01 1
#> [19938,] 0 3.714068e-01 0 2.186677e+00 0
#> [19939,] 0 0.000000e+00 0 1.350462e+00 0
#> [19940,] 0 0.000000e+00 0 4.045763e-01 1
#> [19941,] 0 4.293938e-01 1 4.293938e-01 1
#> [19942,] 0 1.207594e-02 1 1.207594e-02 1
#> [19943,] 0 0.000000e+00 0 1.208652e+00 0
#> [19944,] 0 3.563826e-01 1 3.563826e-01 1
#> [19945,] 0 0.000000e+00 0 1.205629e-02 1
#> [19946,] 0 2.467308e-01 1 2.467308e-01 1
#> [19947,] 0 0.000000e+00 0 1.548588e-01 1
#> [19948,] 0 4.362059e-01 0 1.036988e+00 1
#> [19949,] 0 0.000000e+00 0 3.872197e-01 1
#> [19950,] 0 2.664415e-01 0 3.862365e-01 1
#> [19951,] 0 0.000000e+00 0 3.871608e-01 1
#> [19952,] 0 0.000000e+00 0 2.999121e-02 1
#> [19953,] 0 0.000000e+00 0 1.292983e+00 1
#> [19954,] 0 0.000000e+00 0 1.055078e+00 1
#> [19955,] 0 0.000000e+00 0 1.334881e+00 0
#> [19956,] 0 1.333838e-01 0 2.309646e+00 0
#> [19957,] 0 3.027302e-01 1 3.027302e-01 1
#> [19958,] 0 0.000000e+00 0 6.751941e-01 1
#> [19959,] 0 0.000000e+00 0 8.844307e-02 1
#> [19960,] 0 6.807912e-01 0 2.048529e+00 0
#> [19961,] 0 0.000000e+00 0 4.611388e-01 1
#> [19962,] 0 7.357716e-02 1 7.357716e-02 1
#> [19963,] 0 5.321869e-01 0 9.797002e-01 1
#> [19964,] 0 0.000000e+00 0 3.629555e-01 1
#> [19965,] 0 3.765579e-01 0 1.299928e+00 0
#> [19966,] 0 0.000000e+00 0 2.730168e-01 1
#> [19967,] 0 0.000000e+00 0 6.294910e-01 1
#> [19968,] 0 0.000000e+00 0 6.835364e-01 1
#> [19969,] 0 0.000000e+00 0 4.211290e-01 1
#> [19970,] 0 0.000000e+00 0 1.227636e+00 0
#> [19971,] 0 1.047851e-01 0 1.614387e+00 1
#> [19972,] 0 0.000000e+00 0 1.396311e+00 1
#> [19973,] 0 0.000000e+00 0 2.076039e-01 1
#> [19974,] 0 0.000000e+00 0 5.007871e-01 1
#> [19975,] 0 0.000000e+00 0 1.511968e+00 1
#> [19976,] 0 7.999663e-02 1 7.999663e-02 1
#> [19977,] 0 0.000000e+00 0 6.418121e-03 1
#> [19978,] 0 0.000000e+00 0 9.518834e-03 1
#> [19979,] 0 7.237520e-02 0 7.455556e-02 1
#> [19980,] 0 3.624287e-01 0 4.165870e-01 1
#> [19981,] 0 0.000000e+00 0 7.210207e-01 1
#> [19982,] 0 0.000000e+00 0 4.366746e-02 1
#> [19983,] 0 0.000000e+00 0 9.633632e-01 1
#> [19984,] 0 0.000000e+00 0 8.616535e-01 1
#> [19985,] 0 0.000000e+00 0 1.026755e+00 1
#> [19986,] 0 0.000000e+00 0 4.090296e-01 1
#> [19987,] 0 7.177095e-01 0 1.467834e+00 0
#> [19988,] 0 5.481669e-01 0 1.187298e+00 0
#> [19989,] 0 0.000000e+00 0 3.218820e-01 1
#> [19990,] 0 5.032305e-01 0 1.032640e+00 0
#> [19991,] 0 5.251996e-01 1 5.251996e-01 1
#> [19992,] 0 0.000000e+00 0 1.369095e+00 0
#> [19993,] 0 2.924371e-01 0 1.818971e+00 0
#> [19994,] 0 0.000000e+00 0 1.819024e+00 1
#> [19995,] 0 0.000000e+00 0 2.330955e-01 1
#> [19996,] 0 5.134293e-02 1 5.134293e-02 1
#> [19997,] 0 0.000000e+00 0 7.425456e-01 1
#> [19998,] 0 8.004676e-02 0 6.166685e-01 1
#> [19999,] 0 0.000000e+00 0 2.023630e+00 1
#> [ reached getOption("max.print") -- omitted 260001 rows ]
# parameter interim is a number
data_C <- expo_gen_2stages(N = n * sim_size, acc_time = acc_time, lambda = lambda_H0,
dist = 'exp', cen_time = cen_time, arm = 0, interim = interim_list[1])
print(data_C)
#> arm_all
#> [1,] 0 2.917236e-01 1 2.917236e-01 1
#> [2,] 0 0.000000e+00 0 2.981104e-01 1
#> [3,] 0 0.000000e+00 0 4.754143e-02 1
#> [4,] 0 5.000031e-03 1 5.000031e-03 1
#> [5,] 0 0.000000e+00 0 7.162398e-01 1
#> [6,] 0 0.000000e+00 0 1.130379e+00 0
#> [7,] 0 0.000000e+00 0 2.230730e-02 1
#> [8,] 0 2.708771e-01 0 4.004476e-01 1
#> [9,] 0 2.023848e-01 0 1.094941e+00 1
#> [10,] 0 0.000000e+00 0 3.667252e-01 1
#> [11,] 0 6.417294e-01 1 6.417294e-01 1
#> [12,] 0 0.000000e+00 0 3.681368e-01 1
#> [13,] 0 0.000000e+00 0 1.893719e-01 1
#> [14,] 0 0.000000e+00 0 3.875045e-01 1
#> [15,] 0 0.000000e+00 0 4.580589e-01 1
#> [16,] 0 0.000000e+00 0 1.269279e-01 1
#> [17,] 0 2.579501e-01 1 2.579501e-01 1
#> [18,] 0 0.000000e+00 0 8.462813e-01 1
#> [19,] 0 0.000000e+00 0 1.687919e+00 0
#> [20,] 0 0.000000e+00 0 2.603337e+00 1
#> [21,] 0 0.000000e+00 0 1.464999e+00 0
#> [22,] 0 0.000000e+00 0 2.828412e+00 0
#> [23,] 0 0.000000e+00 0 6.521110e-01 1
#> [24,] 0 0.000000e+00 0 1.035392e+00 1
#> [25,] 0 1.706460e-01 0 1.059362e+00 0
#> [26,] 0 5.889395e-02 0 8.141965e-01 1
#> [27,] 0 7.988430e-02 1 7.988430e-02 1
#> [28,] 0 0.000000e+00 0 1.682524e-01 1
#> [29,] 0 0.000000e+00 0 8.844994e-02 1
#> [30,] 0 2.310097e-01 0 1.468257e+00 0
#> [31,] 0 0.000000e+00 0 5.379481e-01 1
#> [32,] 0 0.000000e+00 0 1.878433e-01 1
#> [33,] 0 1.831712e-02 0 1.695528e+00 1
#> [34,] 0 1.905679e-02 0 3.995836e-01 1
#> [35,] 0 1.178580e-01 0 4.327514e-01 1
#> [36,] 0 0.000000e+00 0 1.266750e-01 1
#> [37,] 0 1.933907e-01 0 1.314880e+00 1
#> [38,] 0 0.000000e+00 0 5.346745e-01 1
#> [39,] 0 0.000000e+00 0 5.488848e-01 1
#> [40,] 0 4.223265e-01 0 2.089461e+00 1
#> [41,] 0 0.000000e+00 0 1.058439e+00 1
#> [42,] 0 2.376368e-03 1 2.376368e-03 1
#> [43,] 0 5.126177e-02 1 5.126177e-02 1
#> [44,] 0 2.113090e-01 1 2.113090e-01 1
#> [45,] 0 0.000000e+00 0 1.628307e-01 1
#> [46,] 0 0.000000e+00 0 1.844583e+00 1
#> [47,] 0 0.000000e+00 0 3.484673e-01 1
#> [48,] 0 0.000000e+00 0 5.188843e-01 1
#> [49,] 0 0.000000e+00 0 6.268777e-01 1
#> [50,] 0 2.173690e-03 1 2.173690e-03 1
#> [51,] 0 0.000000e+00 0 1.402878e+00 1
#> [52,] 0 5.107737e-02 0 3.993208e-01 1
#> [53,] 0 1.075475e-01 0 1.782744e+00 0
#> [54,] 0 0.000000e+00 0 1.120489e+00 1
#> [55,] 0 0.000000e+00 0 3.862146e-01 1
#> [56,] 0 0.000000e+00 0 1.462481e-01 1
#> [57,] 0 3.749359e-02 0 5.809383e-02 1
#> [58,] 0 0.000000e+00 0 1.060797e+00 0
#> [59,] 0 0.000000e+00 0 3.223082e-01 1
#> [60,] 0 0.000000e+00 0 8.452068e-01 1
#> [61,] 0 0.000000e+00 0 2.156538e+00 1
#> [62,] 0 0.000000e+00 0 3.360192e-01 1
#> [63,] 0 0.000000e+00 0 1.205868e-01 1
#> [64,] 0 2.750165e-02 0 1.364724e+00 1
#> [65,] 0 0.000000e+00 0 1.366836e-01 1
#> [66,] 0 0.000000e+00 0 1.354941e-01 1
#> [67,] 0 0.000000e+00 0 2.717273e-01 1
#> [68,] 0 5.966860e-01 0 6.764035e-01 1
#> [69,] 0 0.000000e+00 0 1.612385e+00 0
#> [70,] 0 4.883204e-04 1 4.883204e-04 1
#> [71,] 0 0.000000e+00 0 5.057667e-01 1
#> [72,] 0 0.000000e+00 0 3.745920e-01 1
#> [73,] 0 0.000000e+00 0 1.550211e-01 1
#> [74,] 0 0.000000e+00 0 8.010661e-01 1
#> [75,] 0 0.000000e+00 0 1.488348e-01 1
#> [76,] 0 0.000000e+00 0 1.927223e+00 0
#> [77,] 0 0.000000e+00 0 1.360737e+00 0
#> [78,] 0 0.000000e+00 0 4.457902e-01 1
#> [79,] 0 0.000000e+00 0 3.668439e-01 1
#> [80,] 0 0.000000e+00 0 6.885776e-01 1
#> [81,] 0 0.000000e+00 0 6.160268e-02 1
#> [82,] 0 0.000000e+00 0 6.274356e-01 1
#> [83,] 0 0.000000e+00 0 6.969652e-01 1
#> [84,] 0 5.370687e-01 0 9.835512e-01 1
#> [85,] 0 0.000000e+00 0 7.191258e-01 1
#> [86,] 0 5.439669e-01 0 9.261884e-01 1
#> [87,] 0 0.000000e+00 0 2.255620e-01 1
#> [88,] 0 4.751742e-01 0 8.493281e-01 1
#> [89,] 0 0.000000e+00 0 5.618732e-01 1
#> [90,] 0 0.000000e+00 0 2.539150e-01 1
#> [91,] 0 0.000000e+00 0 9.144971e-02 1
#> [92,] 0 0.000000e+00 0 2.384343e-01 1
#> [93,] 0 0.000000e+00 0 2.535992e+00 0
#> [94,] 0 0.000000e+00 0 1.265651e-01 1
#> [95,] 0 7.644567e-02 0 1.167126e+00 1
#> [96,] 0 0.000000e+00 0 8.509922e-01 1
#> [97,] 0 0.000000e+00 0 1.243507e+00 1
#> [98,] 0 1.140658e-01 1 1.140658e-01 1
#> [99,] 0 0.000000e+00 0 4.507465e-01 1
#> [100,] 0 0.000000e+00 0 7.148460e-01 1
#> [101,] 0 0.000000e+00 0 1.450114e-01 1
#> [102,] 0 0.000000e+00 0 1.194577e+00 1
#> [103,] 0 4.786698e-02 0 1.306620e+00 1
#> [104,] 0 0.000000e+00 0 1.348612e+00 0
#> [105,] 0 5.272488e-01 0 1.039330e+00 1
#> [106,] 0 2.407532e-01 0 1.265915e+00 1
#> [107,] 0 0.000000e+00 0 2.323700e-01 1
#> [108,] 0 0.000000e+00 0 7.534296e-01 1
#> [109,] 0 1.928762e-01 1 1.928762e-01 1
#> [110,] 0 1.000530e-01 0 6.186072e-01 1
#> [111,] 0 0.000000e+00 0 1.465191e-01 1
#> [112,] 0 2.464124e-01 0 1.507009e+00 1
#> [113,] 0 0.000000e+00 0 9.200472e-01 1
#> [114,] 0 3.703003e-01 0 1.444979e+00 0
#> [115,] 0 0.000000e+00 0 1.642706e+00 1
#> [116,] 0 0.000000e+00 0 1.124907e+00 1
#> [117,] 0 0.000000e+00 0 6.196195e-01 1
#> [118,] 0 0.000000e+00 0 5.293675e-01 1
#> [119,] 0 6.563151e-01 0 7.681212e-01 1
#> [120,] 0 0.000000e+00 0 1.055494e+00 1
#> [121,] 0 6.486797e-01 0 7.505738e-01 1
#> [122,] 0 1.200770e-01 0 4.916887e-01 1
#> [123,] 0 3.460793e-01 1 3.460793e-01 1
#> [124,] 0 1.898266e-01 1 1.898266e-01 1
#> [125,] 0 7.618405e-02 1 7.618405e-02 1
#> [126,] 0 1.197294e-01 1 1.197294e-01 1
#> [127,] 0 0.000000e+00 0 8.333548e-01 1
#> [128,] 0 0.000000e+00 0 7.227298e-01 1
#> [129,] 0 0.000000e+00 0 3.071359e-01 1
#> [130,] 0 0.000000e+00 0 2.926844e-01 1
#> [131,] 0 0.000000e+00 0 1.317269e+00 0
#> [132,] 0 0.000000e+00 0 2.977284e-03 1
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#> [1785,] 0 6.350834e-01 0 1.293681e+00 0
#> [1786,] 0 4.825763e-01 0 7.203075e-01 1
#> [1787,] 0 3.069756e-01 0 3.479595e-01 1
#> [1788,] 0 0.000000e+00 0 2.196977e-01 1
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#> [1790,] 0 0.000000e+00 0 4.955310e-01 1
#> [1791,] 0 0.000000e+00 0 1.404375e-01 1
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#> [1793,] 0 1.026128e-01 0 1.496931e-01 1
#> [1794,] 0 6.100459e-01 0 8.609852e-01 1
#> [1795,] 0 1.984147e-01 0 6.321074e-01 1
#> [1796,] 0 0.000000e+00 0 2.130294e+00 0
#> [1797,] 0 7.171119e-01 0 9.329126e-01 1
#> [1798,] 0 2.975680e-01 0 6.733632e-01 1
#> [1799,] 0 2.793894e-01 0 5.183631e-01 1
#> [1800,] 0 0.000000e+00 0 1.190430e+00 1
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#> [1804,] 0 1.269430e-02 0 1.019999e-01 1
#> [1805,] 0 0.000000e+00 0 6.951014e-01 1
#> [1806,] 0 0.000000e+00 0 1.741920e-01 1
#> [1807,] 0 1.380421e-02 0 7.228769e-02 1
#> [1808,] 0 4.447946e-01 0 1.159593e+00 0
#> [1809,] 0 0.000000e+00 0 1.024924e+00 1
#> [1810,] 0 6.880765e-01 0 1.508676e+00 0
#> [1811,] 0 1.378318e-01 0 1.111354e+00 0
#> [1812,] 0 0.000000e+00 0 1.424890e+00 1
#> [1813,] 0 1.382515e-01 1 1.382515e-01 1
#> [1814,] 0 5.219493e-01 0 9.018196e-01 1
#> [1815,] 0 2.583084e-02 1 2.583084e-02 1
#> [1816,] 0 1.146336e-01 1 1.146336e-01 1
#> [1817,] 0 1.926706e-01 0 5.048895e-01 1
#> [1818,] 0 7.252432e-01 0 7.368611e-01 1
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#> [1884,] 0 3.860450e-01 0 2.200960e+00 0
#> [1885,] 0 0.000000e+00 0 4.855548e-01 1
#> [1886,] 0 7.393449e-02 1 7.393449e-02 1
#> [1887,] 0 0.000000e+00 0 1.347667e-01 1
#> [1888,] 0 1.025388e-01 1 1.025388e-01 1
#> [1889,] 0 0.000000e+00 0 8.951011e-02 1
#> [1890,] 0 0.000000e+00 0 3.240324e-02 1
#> [1891,] 0 0.000000e+00 0 8.657788e-01 1
#> [1892,] 0 5.588472e-01 0 6.483674e-01 1
#> [1893,] 0 0.000000e+00 0 3.077545e-01 1
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#> [1895,] 0 8.759306e-03 0 8.775289e-01 1
#> [1896,] 0 1.512590e-01 1 1.512590e-01 1
#> [1897,] 0 1.704003e-01 0 1.067070e+00 1
#> [1898,] 0 0.000000e+00 0 2.208000e+00 1
#> [1899,] 0 5.346072e-01 0 7.382062e-01 1
#> [1900,] 0 6.904075e-01 0 1.023418e+00 1
#> [1901,] 0 0.000000e+00 0 1.272373e+00 1
#> [1902,] 0 6.139549e-01 0 1.211299e+00 0
#> [1903,] 0 6.709760e-02 1 6.709760e-02 1
#> [1904,] 0 0.000000e+00 0 1.002218e+00 1
#> [1905,] 0 4.072445e-01 0 5.731444e-01 1
#> [1906,] 0 4.274433e-01 1 4.274433e-01 1
#> [1907,] 0 0.000000e+00 0 2.682836e-01 1
#> [1908,] 0 3.370541e-01 0 9.723889e-01 1
#> [1909,] 0 0.000000e+00 0 1.249854e-01 1
#> [1910,] 0 2.525013e-01 0 3.594113e-01 1
#> [1911,] 0 9.343062e-02 0 1.073582e-01 1
#> [1912,] 0 6.742723e-02 0 5.703638e-01 1
#> [1913,] 0 0.000000e+00 0 4.228788e-02 1
#> [1914,] 0 0.000000e+00 0 1.990784e-01 1
#> [1915,] 0 0.000000e+00 0 2.350851e-01 1
#> [1916,] 0 2.059418e-01 1 2.059418e-01 1
#> [1917,] 0 0.000000e+00 0 1.016867e+00 0
#> [1918,] 0 0.000000e+00 0 3.949804e-01 1
#> [1919,] 0 0.000000e+00 0 1.546906e-01 1
#> [1920,] 0 0.000000e+00 0 1.968540e+00 1
#> [1921,] 0 0.000000e+00 0 4.140431e-01 1
#> [1922,] 0 0.000000e+00 0 2.620140e-01 1
#> [1923,] 0 5.739769e-01 0 1.080121e+00 1
#> [1924,] 0 0.000000e+00 0 8.337145e-01 1
#> [1925,] 0 0.000000e+00 0 6.961951e-01 1
#> [1926,] 0 0.000000e+00 0 6.940522e-02 1
#> [1927,] 0 2.699346e-01 1 2.699346e-01 1
#> [1928,] 0 0.000000e+00 0 3.488673e-02 1
#> [1929,] 0 0.000000e+00 0 2.803776e-01 1
#> [1930,] 0 0.000000e+00 0 1.298454e+00 0
#> [1931,] 0 0.000000e+00 0 1.046334e+00 0
#> [1932,] 0 0.000000e+00 0 8.502281e-01 1
#> [1933,] 0 0.000000e+00 0 7.593781e-01 1
#> [1934,] 0 0.000000e+00 0 1.827047e+00 0
#> [1935,] 0 5.538638e-01 0 1.098615e+00 1
#> [1936,] 0 0.000000e+00 0 5.663897e-01 1
#> [1937,] 0 4.010536e-02 0 5.338921e-01 1
#> [1938,] 0 0.000000e+00 0 1.194690e-01 1
#> [1939,] 0 1.396637e-01 1 1.396637e-01 1
#> [1940,] 0 0.000000e+00 0 1.079384e+00 1
#> [1941,] 0 6.584266e-02 1 6.584266e-02 1
#> [1942,] 0 4.317336e-02 1 4.317336e-02 1
#> [1943,] 0 0.000000e+00 0 7.199893e-02 1
#> [1944,] 0 0.000000e+00 0 6.905806e-01 1
#> [1945,] 0 0.000000e+00 0 1.292075e-01 1
#> [1946,] 0 7.724380e-02 0 7.463325e-01 1
#> [1947,] 0 3.738690e-01 0 5.066871e-01 1
#> [1948,] 0 2.174405e-03 0 1.670647e-01 1
#> [1949,] 0 0.000000e+00 0 6.298818e-01 1
#> [1950,] 0 2.834873e-01 0 7.543326e-01 1
#> [1951,] 0 0.000000e+00 0 1.057394e+00 0
#> [1952,] 0 0.000000e+00 0 3.228648e-01 1
#> [1953,] 0 1.753730e-01 1 1.753730e-01 1
#> [1954,] 0 0.000000e+00 0 6.975691e-01 1
#> [1955,] 0 0.000000e+00 0 1.726955e-01 1
#> [1956,] 0 0.000000e+00 0 2.984016e-01 1
#> [1957,] 0 4.458661e-01 0 5.140952e-01 1
#> [1958,] 0 2.042767e-01 0 4.924694e-01 1
#> [1959,] 0 1.927351e-01 1 1.927351e-01 1
#> [1960,] 0 6.465310e-01 1 6.465310e-01 1
#> [1961,] 0 0.000000e+00 0 6.462260e-01 1
#> [1962,] 0 3.182605e-02 0 6.511821e-01 1
#> [1963,] 0 0.000000e+00 0 2.806165e-01 1
#> [1964,] 0 0.000000e+00 0 1.129543e+00 1
#> [1965,] 0 0.000000e+00 0 5.180517e-01 1
#> [1966,] 0 6.195238e-01 0 8.532871e-01 1
#> [1967,] 0 0.000000e+00 0 1.372360e+00 0
#> [1968,] 0 0.000000e+00 0 4.513700e-02 1
#> [1969,] 0 0.000000e+00 0 2.549933e-01 1
#> [1970,] 0 6.749223e-02 0 1.302537e+00 1
#> [1971,] 0 6.505433e-02 1 6.505433e-02 1
#> [1972,] 0 1.822394e-01 0 1.904424e+00 0
#> [1973,] 0 0.000000e+00 0 1.226665e-01 1
#> [1974,] 0 1.978331e-01 0 7.636532e-01 1
#> [1975,] 0 0.000000e+00 0 6.331123e-02 1
#> [1976,] 0 0.000000e+00 0 3.310113e-01 1
#> [1977,] 0 0.000000e+00 0 1.918799e-01 1
#> [1978,] 0 0.000000e+00 0 2.426107e-01 1
#> [1979,] 0 0.000000e+00 0 2.452127e-01 1
#> [1980,] 0 0.000000e+00 0 6.881630e-01 1
#> [1981,] 0 0.000000e+00 0 6.967341e-01 1
#> [1982,] 0 0.000000e+00 0 1.086487e+00 1
#> [1983,] 0 0.000000e+00 0 3.110064e-02 1
#> [1984,] 0 0.000000e+00 0 7.299220e-01 1
#> [1985,] 0 0.000000e+00 0 1.651442e+00 1
#> [1986,] 0 0.000000e+00 0 1.112663e+00 1
#> [1987,] 0 6.729237e-01 0 9.334245e-01 1
#> [1988,] 0 1.039754e-01 1 1.039754e-01 1
#> [1989,] 0 2.350405e-01 0 3.756226e-01 1
#> [1990,] 0 1.990383e-01 1 1.990383e-01 1
#> [1991,] 0 0.000000e+00 0 2.567076e-01 1
#> [1992,] 0 0.000000e+00 0 6.733241e-02 1
#> [1993,] 0 0.000000e+00 0 1.866746e+00 1
#> [1994,] 0 0.000000e+00 0 1.024377e-01 1
#> [1995,] 0 0.000000e+00 0 9.352214e-01 1
#> [1996,] 0 0.000000e+00 0 4.496532e-01 1
#> [1997,] 0 0.000000e+00 0 5.984780e-01 1
#> [1998,] 0 4.125110e-02 0 1.786663e-01 1
#> [1999,] 0 1.751638e-01 0 2.095508e-01 1
#> [2000,] 0 2.532470e-01 0 1.072908e+00 1
#> [2001,] 0 2.456364e-01 1 2.456364e-01 1
#> [2002,] 0 2.647350e-03 0 5.497618e-02 1
#> [2003,] 0 0.000000e+00 0 1.112636e+00 0
#> [2004,] 0 0.000000e+00 0 8.123783e-02 1
#> [2005,] 0 2.364582e-02 1 2.364582e-02 1
#> [2006,] 0 0.000000e+00 0 1.208813e+00 1
#> [2007,] 0 0.000000e+00 0 6.311819e-01 1
#> [2008,] 0 0.000000e+00 0 9.105615e-01 1
#> [2009,] 0 0.000000e+00 0 6.850087e-01 1
#> [2010,] 0 1.769987e-01 1 1.769987e-01 1
#> [2011,] 0 0.000000e+00 0 1.186237e+00 0
#> [2012,] 0 0.000000e+00 0 1.781777e+00 0
#> [2013,] 0 3.643353e-01 0 1.345768e+00 1
#> [2014,] 0 9.013917e-02 1 9.013917e-02 1
#> [2015,] 0 2.995942e-02 1 2.995942e-02 1
#> [2016,] 0 0.000000e+00 0 5.485395e-01 1
#> [2017,] 0 5.497245e-01 0 1.953004e+00 0
#> [2018,] 0 0.000000e+00 0 3.722702e-01 1
#> [2019,] 0 6.701127e-01 0 7.271415e-01 1
#> [2020,] 0 4.148411e-01 0 6.756994e-01 1
#> [2021,] 0 2.903402e-01 1 2.903402e-01 1
#> [2022,] 0 3.049954e-01 0 5.698930e-01 1
#> [2023,] 0 0.000000e+00 0 5.784961e-01 1
#> [2024,] 0 1.799357e-01 1 1.799357e-01 1
#> [2025,] 0 0.000000e+00 0 2.889243e-01 1
#> [2026,] 0 0.000000e+00 0 5.256281e-02 1
#> [2027,] 0 0.000000e+00 0 3.384498e-01 1
#> [2028,] 0 3.910081e-01 0 1.609810e+00 0
#> [2029,] 0 5.763864e-01 0 1.621961e+00 1
#> [2030,] 0 0.000000e+00 0 5.152699e-01 1
#> [2031,] 0 2.677624e-01 1 2.677624e-01 1
#> [2032,] 0 0.000000e+00 0 8.167886e-01 1
#> [2033,] 0 0.000000e+00 0 1.515393e+00 1
#> [2034,] 0 6.526511e-01 0 1.704764e+00 1
#> [2035,] 0 0.000000e+00 0 5.358006e-01 1
#> [2036,] 0 3.273446e-03 1 3.273446e-03 1
#> [2037,] 0 0.000000e+00 0 8.136194e-01 1
#> [2038,] 0 2.046193e-01 1 2.046193e-01 1
#> [2039,] 0 0.000000e+00 0 1.178612e+00 1
#> [2040,] 0 4.527245e-01 1 4.527245e-01 1
#> [2041,] 0 0.000000e+00 0 9.323418e-01 1
#> [2042,] 0 0.000000e+00 0 4.588526e-01 1
#> [2043,] 0 1.483563e-01 0 2.841767e-01 1
#> [2044,] 0 0.000000e+00 0 1.075147e-01 1
#> [2045,] 0 3.491754e-01 0 7.723640e-01 1
#> [2046,] 0 1.295825e-01 0 9.219901e-01 1
#> [2047,] 0 3.495605e-01 0 8.262976e-01 1
#> [2048,] 0 3.325187e-01 0 7.165595e-01 1
#> [2049,] 0 0.000000e+00 0 1.130290e-01 1
#> [2050,] 0 0.000000e+00 0 3.976555e-01 1
#> [2051,] 0 0.000000e+00 0 1.078315e-01 1
#> [2052,] 0 0.000000e+00 0 1.100865e+00 1
#> [2053,] 0 8.955653e-02 0 4.702536e-01 1
#> [2054,] 0 2.796479e-01 1 2.796479e-01 1
#> [2055,] 0 1.602997e-01 0 1.731024e+00 1
#> [2056,] 0 1.437820e-01 0 5.340931e-01 1
#> [2057,] 0 3.254422e-02 1 3.254422e-02 1
#> [2058,] 0 3.826926e-02 0 1.394031e-01 1
#> [2059,] 0 0.000000e+00 0 1.369521e-01 1
#> [2060,] 0 0.000000e+00 0 1.809187e+00 1
#> [2061,] 0 0.000000e+00 0 1.627318e+00 1
#> [2062,] 0 3.486437e-01 0 5.905018e-01 1
#> [2063,] 0 7.119811e-01 0 1.863240e+00 1
#> [2064,] 0 0.000000e+00 0 1.275005e+00 0
#> [2065,] 0 0.000000e+00 0 7.086143e-01 1
#> [2066,] 0 1.755013e-01 1 1.755013e-01 1
#> [2067,] 0 1.142527e-01 0 6.975872e-01 1
#> [2068,] 0 0.000000e+00 0 3.143694e-02 1
#> [2069,] 0 0.000000e+00 0 5.196305e-02 1
#> [2070,] 0 0.000000e+00 0 3.671802e-02 1
#> [2071,] 0 1.484180e-02 1 1.484180e-02 1
#> [2072,] 0 1.884016e-01 0 2.487640e-01 1
#> [2073,] 0 0.000000e+00 0 9.802429e-01 1
#> [2074,] 0 0.000000e+00 0 8.647875e-02 1
#> [2075,] 0 1.725449e-01 0 3.395044e-01 1
#> [2076,] 0 3.342041e-01 1 3.342041e-01 1
#> [2077,] 0 0.000000e+00 0 6.419750e-01 1
#> [2078,] 0 0.000000e+00 0 3.136658e-01 1
#> [2079,] 0 3.024318e-01 0 7.822543e-01 1
#> [2080,] 0 0.000000e+00 0 3.231088e-03 1
#> [2081,] 0 1.036548e-01 0 1.343943e-01 1
#> [2082,] 0 1.894536e-01 1 1.894536e-01 1
#> [2083,] 0 0.000000e+00 0 5.446873e-02 1
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#> [2086,] 0 0.000000e+00 0 2.292160e-01 1
#> [2087,] 0 0.000000e+00 0 7.271978e-01 1
#> [2088,] 0 1.101335e-01 0 2.849410e-01 1
#> [2089,] 0 0.000000e+00 0 5.939978e-01 1
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#> [2112,] 0 8.896973e-03 0 1.317232e+00 1
#> [2113,] 0 2.365950e-01 1 2.365950e-01 1
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#> [2115,] 0 8.449542e-02 0 1.378458e+00 1
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#> [2119,] 0 2.463400e-01 1 2.463400e-01 1
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#> [10704,] 0 7.253451e-01 0 9.232366e-01 1
#> [10705,] 0 0.000000e+00 0 1.215057e+00 0
#> [10706,] 0 5.295282e-01 0 1.216393e+00 1
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#> [10709,] 0 3.344989e-01 0 7.516525e-01 1
#> [10710,] 0 4.282943e-02 1 4.282943e-02 1
#> [10711,] 0 1.693088e-01 0 5.707800e-01 1
#> [10712,] 0 0.000000e+00 0 3.362800e-01 1
#> [10713,] 0 0.000000e+00 0 2.191216e+00 0
#> [10714,] 0 4.428021e-02 0 1.924382e-01 1
#> [10715,] 0 0.000000e+00 0 4.421012e-01 1
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#> [10728,] 0 4.627477e-01 1 4.627477e-01 1
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#> [10754,] 0 2.322009e-01 1 2.322009e-01 1
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#> [10800,] 0 3.999322e-01 1 3.999322e-01 1
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#> [10807,] 0 5.434721e-01 0 7.052419e-01 1
#> [10808,] 0 0.000000e+00 0 6.133065e-01 1
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#> [10829,] 0 0.000000e+00 0 7.077631e-01 1
#> [10830,] 0 0.000000e+00 0 3.555643e-01 1
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#> [10838,] 0 0.000000e+00 0 2.674697e+00 1
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#> [10840,] 0 2.961586e-01 0 1.409554e+00 1
#> [10841,] 0 0.000000e+00 0 6.261601e-01 1
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#> [19681,] 0 4.904522e-01 0 6.288019e-01 1
#> [19682,] 0 2.166072e-01 0 1.047038e+00 1
#> [19683,] 0 3.548262e-01 0 5.136782e-01 1
#> [19684,] 0 0.000000e+00 0 7.342579e-01 1
#> [19685,] 0 0.000000e+00 0 3.140380e-02 1
#> [19686,] 0 0.000000e+00 0 4.222177e-01 1
#> [19687,] 0 0.000000e+00 0 3.572542e-01 1
#> [19688,] 0 4.273359e-01 0 8.032122e-01 1
#> [19689,] 0 0.000000e+00 0 3.055968e-01 1
#> [19690,] 0 0.000000e+00 0 1.195793e+00 1
#> [19691,] 0 3.243931e-01 1 3.243931e-01 1
#> [19692,] 0 4.026617e-02 1 4.026617e-02 1
#> [19693,] 0 3.220803e-02 1 3.220803e-02 1
#> [19694,] 0 1.935807e-01 1 1.935807e-01 1
#> [19695,] 0 2.951008e-01 1 2.951008e-01 1
#> [19696,] 0 2.948405e-01 0 3.398770e-01 1
#> [19697,] 0 0.000000e+00 0 1.198168e+00 0
#> [19698,] 0 0.000000e+00 0 1.744596e-02 1
#> [19699,] 0 7.578201e-02 1 7.578201e-02 1
#> [19700,] 0 3.477543e-01 0 1.795295e+00 1
#> [19701,] 0 3.104907e-01 1 3.104907e-01 1
#> [19702,] 0 0.000000e+00 0 5.830724e-01 1
#> [19703,] 0 5.375490e-01 0 1.190880e+00 0
#> [19704,] 0 0.000000e+00 0 2.613344e-01 1
#> [19705,] 0 0.000000e+00 0 3.523234e-01 1
#> [19706,] 0 5.826454e-01 0 8.378647e-01 1
#> [19707,] 0 0.000000e+00 0 9.254412e-01 1
#> [19708,] 0 0.000000e+00 0 1.097386e+00 0
#> [19709,] 0 0.000000e+00 0 1.103897e+00 1
#> [19710,] 0 2.382100e-01 0 1.000462e+00 1
#> [19711,] 0 1.592702e-02 1 1.592702e-02 1
#> [19712,] 0 0.000000e+00 0 1.315793e-01 1
#> [19713,] 0 0.000000e+00 0 1.405788e-01 1
#> [19714,] 0 1.147886e-02 1 1.147886e-02 1
#> [19715,] 0 0.000000e+00 0 4.848255e-01 1
#> [19716,] 0 0.000000e+00 0 6.829461e-01 1
#> [19717,] 0 0.000000e+00 0 2.178374e-02 1
#> [19718,] 0 0.000000e+00 0 2.101339e-01 1
#> [19719,] 0 0.000000e+00 0 1.513391e-01 1
#> [19720,] 0 0.000000e+00 0 5.687922e-01 1
#> [19721,] 0 0.000000e+00 0 5.351396e-01 1
#> [19722,] 0 0.000000e+00 0 7.950612e-02 1
#> [19723,] 0 0.000000e+00 0 3.901669e-01 1
#> [19724,] 0 0.000000e+00 0 9.056879e-01 1
#> [19725,] 0 0.000000e+00 0 1.666073e-01 1
#> [19726,] 0 1.468056e-02 1 1.468056e-02 1
#> [19727,] 0 0.000000e+00 0 8.370950e-02 1
#> [19728,] 0 9.917052e-02 1 9.917052e-02 1
#> [19729,] 0 0.000000e+00 0 9.244007e-01 1
#> [19730,] 0 0.000000e+00 0 7.398600e-02 1
#> [19731,] 0 0.000000e+00 0 7.225126e-01 1
#> [19732,] 0 0.000000e+00 0 5.441976e-01 1
#> [19733,] 0 0.000000e+00 0 8.899264e-01 1
#> [19734,] 0 0.000000e+00 0 7.586924e-01 1
#> [19735,] 0 3.981030e-01 0 1.288528e+00 1
#> [19736,] 0 0.000000e+00 0 6.980878e-01 1
#> [19737,] 0 0.000000e+00 0 1.062793e+00 1
#> [19738,] 0 0.000000e+00 0 1.258302e-01 1
#> [19739,] 0 1.963170e-03 1 1.963170e-03 1
#> [19740,] 0 8.365298e-02 1 8.365298e-02 1
#> [19741,] 0 0.000000e+00 0 7.772017e-01 1
#> [19742,] 0 0.000000e+00 0 1.879604e+00 1
#> [19743,] 0 0.000000e+00 0 7.687469e-01 1
#> [19744,] 0 2.995728e-01 0 1.897117e+00 1
#> [19745,] 0 0.000000e+00 0 1.636680e-01 1
#> [19746,] 0 0.000000e+00 0 2.029227e-01 1
#> [19747,] 0 3.715279e-01 0 4.201968e-01 1
#> [19748,] 0 0.000000e+00 0 2.061531e-01 1
#> [19749,] 0 0.000000e+00 0 4.405166e-01 1
#> [19750,] 0 0.000000e+00 0 1.420353e-01 1
#> [19751,] 0 1.194257e-03 0 9.242031e-02 1
#> [19752,] 0 4.498876e-01 1 4.498876e-01 1
#> [19753,] 0 0.000000e+00 0 1.303053e+00 1
#> [19754,] 0 0.000000e+00 0 7.299385e-01 1
#> [19755,] 0 2.352855e-01 0 4.752091e-01 1
#> [19756,] 0 2.439643e-01 1 2.439643e-01 1
#> [19757,] 0 0.000000e+00 0 7.016779e-01 1
#> [19758,] 0 0.000000e+00 0 1.062750e+00 1
#> [19759,] 0 2.792480e-02 1 2.792480e-02 1
#> [19760,] 0 0.000000e+00 0 2.630473e-01 1
#> [19761,] 0 0.000000e+00 0 2.486161e-01 1
#> [19762,] 0 0.000000e+00 0 7.483314e-01 1
#> [19763,] 0 0.000000e+00 0 2.937460e-01 1
#> [19764,] 0 0.000000e+00 0 1.267986e+00 0
#> [19765,] 0 4.514952e-01 1 4.514952e-01 1
#> [19766,] 0 0.000000e+00 0 1.610703e+00 1
#> [19767,] 0 4.541837e-01 1 4.541837e-01 1
#> [19768,] 0 0.000000e+00 0 7.051675e-01 1
#> [19769,] 0 0.000000e+00 0 1.516993e-01 1
#> [19770,] 0 1.017001e-01 0 2.105496e-01 1
#> [19771,] 0 0.000000e+00 0 3.837456e-01 1
#> [19772,] 0 0.000000e+00 0 7.762996e-01 1
#> [19773,] 0 0.000000e+00 0 3.777536e-01 1
#> [19774,] 0 0.000000e+00 0 1.243294e+00 0
#> [19775,] 0 0.000000e+00 0 2.288526e+00 0
#> [19776,] 0 3.713766e-01 1 3.713766e-01 1
#> [19777,] 0 0.000000e+00 0 4.571112e-01 1
#> [19778,] 0 0.000000e+00 0 7.348350e-01 1
#> [19779,] 0 1.330880e-02 0 5.284532e-01 1
#> [19780,] 0 0.000000e+00 0 4.787205e-02 1
#> [19781,] 0 1.773237e-01 1 1.773237e-01 1
#> [19782,] 0 1.772305e-01 0 2.160448e-01 1
#> [19783,] 0 2.459275e-01 0 8.019141e-01 1
#> [19784,] 0 0.000000e+00 0 6.319879e-01 1
#> [19785,] 0 0.000000e+00 0 4.857129e-01 1
#> [19786,] 0 0.000000e+00 0 1.611789e-01 1
#> [19787,] 0 6.266038e-01 0 6.384837e-01 1
#> [19788,] 0 6.889922e-01 0 7.466282e-01 1
#> [19789,] 0 0.000000e+00 0 6.394797e-01 1
#> [19790,] 0 0.000000e+00 0 3.253569e-01 1
#> [19791,] 0 1.020707e-01 0 9.180440e-01 1
#> [19792,] 0 1.846298e-01 0 2.009733e-01 1
#> [19793,] 0 0.000000e+00 0 4.770983e-01 1
#> [19794,] 0 0.000000e+00 0 6.411413e-01 1
#> [19795,] 0 4.884937e-01 1 4.884937e-01 1
#> [19796,] 0 0.000000e+00 0 1.850783e-01 1
#> [19797,] 0 0.000000e+00 0 4.569186e-02 1
#> [19798,] 0 0.000000e+00 0 5.103954e-01 1
#> [19799,] 0 0.000000e+00 0 8.509632e-01 1
#> [19800,] 0 0.000000e+00 0 9.097628e-01 1
#> [19801,] 0 1.121139e-02 1 1.121139e-02 1
#> [19802,] 0 5.576038e-01 0 7.039029e-01 1
#> [19803,] 0 0.000000e+00 0 3.277939e-01 1
#> [19804,] 0 0.000000e+00 0 5.752689e-01 1
#> [19805,] 0 0.000000e+00 0 7.427540e-02 1
#> [19806,] 0 0.000000e+00 0 9.533358e-01 1
#> [19807,] 0 3.734256e-01 0 1.606421e+00 1
#> [19808,] 0 3.297881e-01 0 4.199103e-01 1
#> [19809,] 0 0.000000e+00 0 2.224802e-01 1
#> [19810,] 0 2.725561e-01 1 2.725561e-01 1
#> [19811,] 0 0.000000e+00 0 6.013913e-01 1
#> [19812,] 0 0.000000e+00 0 5.983155e-01 1
#> [19813,] 0 3.387369e-01 0 4.034106e-01 1
#> [19814,] 0 1.676405e-01 1 1.676405e-01 1
#> [19815,] 0 4.732680e-01 0 1.043718e+00 0
#> [19816,] 0 3.138558e-01 1 3.138558e-01 1
#> [19817,] 0 3.846786e-01 0 2.081143e+00 1
#> [19818,] 0 0.000000e+00 0 1.561024e-01 1
#> [19819,] 0 8.109389e-02 1 8.109389e-02 1
#> [19820,] 0 2.588496e-01 0 9.515192e-01 1
#> [19821,] 0 3.260596e-01 0 9.821439e-01 1
#> [19822,] 0 0.000000e+00 0 2.104594e+00 0
#> [19823,] 0 1.865327e-01 0 7.793185e-01 1
#> [19824,] 0 4.256193e-01 0 1.679588e+00 1
#> [19825,] 0 0.000000e+00 0 9.841165e-01 1
#> [19826,] 0 0.000000e+00 0 1.657493e+00 1
#> [19827,] 0 0.000000e+00 0 2.260292e-02 1
#> [19828,] 0 3.837536e-01 0 1.278778e+00 1
#> [19829,] 0 4.417161e-01 0 6.010092e-01 1
#> [19830,] 0 4.369108e-01 0 2.098699e+00 0
#> [19831,] 0 0.000000e+00 0 1.424097e+00 0
#> [19832,] 0 3.337980e-02 0 4.218764e-02 1
#> [19833,] 0 0.000000e+00 0 9.139513e-01 1
#> [19834,] 0 0.000000e+00 0 3.805945e-01 1
#> [19835,] 0 2.627394e-01 0 6.264676e-01 1
#> [19836,] 0 0.000000e+00 0 8.641315e-02 1
#> [19837,] 0 2.112978e-01 0 3.194008e-01 1
#> [19838,] 0 0.000000e+00 0 8.771809e-01 1
#> [19839,] 0 0.000000e+00 0 4.196238e-01 1
#> [19840,] 0 0.000000e+00 0 6.529904e-01 1
#> [19841,] 0 0.000000e+00 0 2.786668e-01 1
#> [19842,] 0 0.000000e+00 0 8.355501e-01 1
#> [19843,] 0 0.000000e+00 0 7.158250e-01 1
#> [19844,] 0 6.660830e-01 0 9.503790e-01 1
#> [19845,] 0 5.417517e-02 1 5.417517e-02 1
#> [19846,] 0 0.000000e+00 0 1.105273e+00 0
#> [19847,] 0 0.000000e+00 0 2.023092e-01 1
#> [19848,] 0 0.000000e+00 0 5.144387e-02 1
#> [19849,] 0 0.000000e+00 0 1.352626e-01 1
#> [19850,] 0 0.000000e+00 0 4.258637e-01 1
#> [19851,] 0 4.518472e-02 0 3.431136e-01 1
#> [19852,] 0 7.044959e-01 0 1.235831e+00 0
#> [19853,] 0 6.453401e-01 0 1.334120e+00 1
#> [19854,] 0 0.000000e+00 0 3.165671e-01 1
#> [19855,] 0 0.000000e+00 0 1.573903e+00 1
#> [19856,] 0 3.792818e-02 1 3.792818e-02 1
#> [19857,] 0 3.719089e-01 0 1.160989e+00 0
#> [19858,] 0 0.000000e+00 0 1.626824e+00 1
#> [19859,] 0 0.000000e+00 0 4.497547e-01 1
#> [19860,] 0 0.000000e+00 0 2.018406e-01 1
#> [19861,] 0 8.491860e-02 1 8.491860e-02 1
#> [19862,] 0 0.000000e+00 0 2.804784e-02 1
#> [19863,] 0 6.481922e-01 0 9.004454e-01 1
#> [19864,] 0 0.000000e+00 0 3.438590e-01 1
#> [19865,] 0 0.000000e+00 0 1.209641e+00 1
#> [19866,] 0 4.515288e-01 1 4.515288e-01 1
#> [19867,] 0 0.000000e+00 0 1.451899e+00 1
#> [19868,] 0 1.027019e-01 0 1.150274e+00 1
#> [19869,] 0 0.000000e+00 0 7.169771e-01 1
#> [19870,] 0 0.000000e+00 0 7.948014e-01 1
#> [19871,] 0 3.998561e-01 1 3.998561e-01 1
#> [19872,] 0 0.000000e+00 0 5.746549e-01 1
#> [19873,] 0 0.000000e+00 0 9.141524e-01 1
#> [19874,] 0 4.972613e-01 0 5.903058e-01 1
#> [19875,] 0 0.000000e+00 0 7.838034e-01 1
#> [19876,] 0 0.000000e+00 0 2.630118e-01 1
#> [19877,] 0 0.000000e+00 0 5.828628e-01 1
#> [19878,] 0 0.000000e+00 0 2.185007e-01 1
#> [19879,] 0 0.000000e+00 0 2.375711e-01 1
#> [19880,] 0 0.000000e+00 0 8.809741e-01 1
#> [19881,] 0 5.011792e-01 1 5.011792e-01 1
#> [19882,] 0 0.000000e+00 0 1.136949e+00 0
#> [19883,] 0 2.058160e-01 1 2.058160e-01 1
#> [19884,] 0 0.000000e+00 0 8.860934e-01 1
#> [19885,] 0 2.708016e-02 1 2.708016e-02 1
#> [19886,] 0 0.000000e+00 0 4.340265e-02 1
#> [19887,] 0 0.000000e+00 0 4.825263e-01 1
#> [19888,] 0 0.000000e+00 0 6.487035e-02 1
#> [19889,] 0 0.000000e+00 0 1.052259e+00 1
#> [19890,] 0 5.799469e-01 0 2.395946e+00 1
#> [19891,] 0 1.508910e-01 1 1.508910e-01 1
#> [19892,] 0 0.000000e+00 0 9.300097e-01 1
#> [19893,] 0 3.456651e-01 0 6.181438e-01 1
#> [19894,] 0 6.175306e-03 0 1.110338e+00 0
#> [19895,] 0 0.000000e+00 0 4.990424e-01 1
#> [19896,] 0 0.000000e+00 0 1.409330e-01 1
#> [19897,] 0 0.000000e+00 0 3.292889e-02 1
#> [19898,] 0 0.000000e+00 0 2.554691e-01 1
#> [19899,] 0 0.000000e+00 0 9.168415e-01 1
#> [19900,] 0 0.000000e+00 0 2.051060e-01 1
#> [19901,] 0 1.889180e-01 0 7.397202e-01 1
#> [19902,] 0 1.187581e-01 1 1.187581e-01 1
#> [19903,] 0 0.000000e+00 0 4.432277e-01 1
#> [19904,] 0 0.000000e+00 0 8.726150e-01 1
#> [19905,] 0 0.000000e+00 0 2.219480e+00 0
#> [19906,] 0 0.000000e+00 0 5.415066e-01 1
#> [19907,] 0 0.000000e+00 0 1.417111e-01 1
#> [19908,] 0 0.000000e+00 0 8.395259e-02 1
#> [19909,] 0 2.348263e-01 0 7.652244e-01 1
#> [19910,] 0 7.510292e-02 0 2.335549e-01 1
#> [19911,] 0 0.000000e+00 0 1.125532e+00 1
#> [19912,] 0 3.593535e-01 0 1.096133e+00 1
#> [19913,] 0 0.000000e+00 0 7.610465e-01 1
#> [19914,] 0 3.255683e-01 0 1.107383e+00 1
#> [19915,] 0 2.084865e-01 0 1.117400e+00 1
#> [19916,] 0 0.000000e+00 0 7.177978e-01 1
#> [19917,] 0 0.000000e+00 0 2.286937e-01 1
#> [19918,] 0 1.841724e-01 1 1.841724e-01 1
#> [19919,] 0 1.375610e-01 1 1.375610e-01 1
#> [19920,] 0 0.000000e+00 0 1.294654e+00 1
#> [19921,] 0 0.000000e+00 0 7.734708e-02 1
#> [19922,] 0 5.567528e-02 0 4.707156e-01 1
#> [19923,] 0 0.000000e+00 0 1.338129e-01 1
#> [19924,] 0 1.752496e-01 0 8.112957e-01 1
#> [19925,] 0 0.000000e+00 0 4.762649e-01 1
#> [19926,] 0 3.558665e-01 1 3.558665e-01 1
#> [19927,] 0 6.762240e-02 1 6.762240e-02 1
#> [19928,] 0 0.000000e+00 0 1.578673e+00 1
#> [19929,] 0 0.000000e+00 0 2.471322e-01 1
#> [19930,] 0 1.924970e-01 0 7.221603e-01 1
#> [19931,] 0 0.000000e+00 0 4.047678e-02 1
#> [19932,] 0 0.000000e+00 0 1.532367e-01 1
#> [19933,] 0 0.000000e+00 0 1.426283e-02 1
#> [19934,] 0 0.000000e+00 0 3.856115e-02 1
#> [19935,] 0 0.000000e+00 0 2.479829e-01 1
#> [19936,] 0 0.000000e+00 0 3.502121e-01 1
#> [19937,] 0 0.000000e+00 0 1.040703e-01 1
#> [19938,] 0 0.000000e+00 0 1.231441e-01 1
#> [19939,] 0 0.000000e+00 0 8.901174e-02 1
#> [19940,] 0 0.000000e+00 0 2.834614e-02 1
#> [19941,] 0 0.000000e+00 0 1.495588e+00 1
#> [19942,] 0 0.000000e+00 0 1.168327e+00 1
#> [19943,] 0 4.733084e-02 0 1.553925e-01 1
#> [19944,] 0 0.000000e+00 0 3.691816e-01 1
#> [19945,] 0 4.696015e-01 0 2.510754e+00 1
#> [19946,] 0 0.000000e+00 0 3.419795e-01 1
#> [19947,] 0 2.134024e-01 0 1.003730e+00 1
#> [19948,] 0 0.000000e+00 0 1.444058e-01 1
#> [19949,] 0 0.000000e+00 0 1.208917e+00 1
#> [19950,] 0 0.000000e+00 0 3.109581e-01 1
#> [19951,] 0 9.049912e-02 0 3.213011e-01 1
#> [19952,] 0 2.743080e-01 0 6.119011e-01 1
#> [19953,] 0 0.000000e+00 0 1.149797e+00 0
#> [19954,] 0 1.083852e-01 0 1.026545e+00 0
#> [19955,] 0 0.000000e+00 0 1.236701e+00 1
#> [19956,] 0 0.000000e+00 0 9.341996e-02 1
#> [19957,] 0 0.000000e+00 0 1.821887e-01 1
#> [19958,] 0 1.679525e-01 0 1.750524e-01 1
#> [19959,] 0 0.000000e+00 0 1.047985e+00 1
#> [19960,] 0 0.000000e+00 0 3.395855e-01 1
#> [19961,] 0 0.000000e+00 0 6.055582e-01 1
#> [19962,] 0 0.000000e+00 0 1.814699e+00 1
#> [19963,] 0 4.229696e-01 1 4.229696e-01 1
#> [19964,] 0 2.117668e-01 0 1.367463e+00 0
#> [19965,] 0 0.000000e+00 0 3.179830e-01 1
#> [19966,] 0 0.000000e+00 0 1.337833e+00 1
#> [19967,] 0 3.813062e-01 1 3.813062e-01 1
#> [19968,] 0 0.000000e+00 0 7.641250e-01 1
#> [19969,] 0 0.000000e+00 0 1.146209e-01 1
#> [19970,] 0 2.017644e-03 0 1.500022e+00 1
#> [19971,] 0 0.000000e+00 0 3.783057e-01 1
#> [19972,] 0 0.000000e+00 0 1.551825e-01 1
#> [19973,] 0 5.823376e-02 0 5.276965e-01 1
#> [19974,] 0 0.000000e+00 0 4.603224e-02 1
#> [19975,] 0 2.432238e-01 0 3.533567e-01 1
#> [19976,] 0 0.000000e+00 0 2.982382e-01 1
#> [19977,] 0 0.000000e+00 0 4.420766e-01 1
#> [19978,] 0 2.552048e-01 0 5.319677e-01 1
#> [19979,] 0 0.000000e+00 0 9.330272e-01 1
#> [19980,] 0 0.000000e+00 0 3.719682e-01 1
#> [19981,] 0 0.000000e+00 0 9.686391e-02 1
#> [19982,] 0 0.000000e+00 0 9.512698e-01 1
#> [19983,] 0 0.000000e+00 0 7.131241e-01 1
#> [19984,] 0 3.879504e-02 0 5.688797e-01 1
#> [19985,] 0 0.000000e+00 0 1.673357e-02 1
#> [19986,] 0 0.000000e+00 0 2.997633e-01 1
#> [19987,] 0 4.768938e-01 0 1.890913e+00 1
#> [19988,] 0 0.000000e+00 0 1.084286e+00 1
#> [19989,] 0 1.029884e-01 0 1.238112e-01 1
#> [19990,] 0 5.784966e-01 1 5.784966e-01 1
#> [19991,] 0 9.408103e-02 1 9.408103e-02 1
#> [19992,] 0 0.000000e+00 0 6.869016e-01 1
#> [19993,] 0 0.000000e+00 0 6.569803e-01 1
#> [19994,] 0 0.000000e+00 0 6.031268e-01 1
#> [19995,] 0 3.139206e-03 1 3.139206e-03 1
#> [19996,] 0 0.000000e+00 0 7.439132e-01 1
#> [19997,] 0 0.000000e+00 0 1.543866e+00 1
#> [19998,] 0 0.000000e+00 0 3.232468e-02 1
#> [19999,] 0 4.958570e-01 1 4.958570e-01 1
#> [ reached getOption("max.print") -- omitted 260001 rows ]